what is market research data

How to Do Market Research: The Complete Guide

Learn how to do market research with this step-by-step guide, complete with templates, tools and real-world examples.

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Market research is the systematic process of gathering, analyzing and interpreting information about a specific market or industry.

What are your customers’ needs? How does your product compare to the competition? What are the emerging trends and opportunities in your industry? If these questions keep you up at night, it’s time to conduct market research.

Market research plays a pivotal role in your ability to stay competitive and relevant, helping you anticipate shifts in consumer behavior and industry dynamics. It involves gathering these insights using a wide range of techniques, from surveys and interviews to data analysis and observational studies.

In this guide, we’ll explore why market research is crucial, the various types of market research, the methods used in data collection, and how to effectively conduct market research to drive informed decision-making and success.

What is market research?

The purpose of market research is to offer valuable insight into the preferences and behaviors of your target audience, and anticipate shifts in market trends and the competitive landscape. This information helps you make data-driven decisions, develop effective strategies for your business, and maximize your chances of long-term growth.

Why is market research important? 

By understanding the significance of market research, you can make sure you’re asking the right questions and using the process to your advantage. Some of the benefits of market research include:

• Informed decision-making: Market research provides you with the data and insights you need to make smart decisions for your business. It helps you identify opportunities, assess risks and tailor your strategies to meet the demands of the market. Without market research, decisions are often based on assumptions or guesswork, leading to costly mistakes.
• Customer-centric approach: A cornerstone of market research involves developing a deep understanding of customer needs and preferences. This gives you valuable insights into your target audience, helping you develop products, services and marketing campaigns that resonate with your customers.
• Competitive advantage: By conducting market research, you’ll gain a competitive edge. You’ll be able to identify gaps in the market, analyze competitor strengths and weaknesses, and position your business strategically. This enables you to create unique value propositions, differentiate yourself from competitors, and seize opportunities that others may overlook.
• Risk mitigation: Market research helps you anticipate market shifts and potential challenges. By identifying threats early, you can proactively adjust their strategies to mitigate risks and respond effectively to changing circumstances. This proactive approach is particularly valuable in volatile industries.
• Resource optimization: Conducting market research allows organizations to allocate their time, money and resources more efficiently. It ensures that investments are made in areas with the highest potential return on investment, reducing wasted resources and improving overall business performance.
• Adaptation to market trends: Markets evolve rapidly, driven by technological advancements, cultural shifts and changing consumer attitudes. Market research ensures that you stay ahead of these trends and adapt your offerings accordingly so you can avoid becoming obsolete. 

As you can see, market research empowers businesses to make data-driven decisions, cater to customer needs, outperform competitors, mitigate risks, optimize resources and stay agile in a dynamic marketplace. These benefits make it a huge industry; the global market research services market is expected to grow from $76.37 billion in 2021 to $108.57 billion in 2026 . Now, let’s dig into the different types of market research that can help you achieve these benefits.

Types of market research 

• Qualitative research
• Quantitative research
• Exploratory research
• Descriptive research
• Causal research
• Cross-sectional research
• Longitudinal research

Despite its advantages, 23% of organizations don’t have a clear market research strategy. Part of developing a strategy involves choosing the right type of market research for your business goals. The most commonly used approaches include:

1. Qualitative research

Qualitative research focuses on understanding the underlying motivations, attitudes and perceptions of individuals or groups. It is typically conducted through techniques like in-depth interviews, focus groups and content analysis — methods we’ll discuss further in the sections below. Qualitative research provides rich, nuanced insights that can inform product development, marketing strategies and brand positioning.

2. Quantitative research

Quantitative research, in contrast to qualitative research, involves the collection and analysis of numerical data, often through surveys, experiments and structured questionnaires. This approach allows for statistical analysis and the measurement of trends, making it suitable for large-scale market studies and hypothesis testing. While it’s worthwhile using a mix of qualitative and quantitative research, most businesses prioritize the latter because it is scientific, measurable and easily replicated across different experiments.

3. Exploratory research

Whether you’re conducting qualitative or quantitative research or a mix of both, exploratory research is often the first step. Its primary goal is to help you understand a market or problem so you can gain insights and identify potential issues or opportunities. This type of market research is less structured and is typically conducted through open-ended interviews, focus groups or secondary data analysis. Exploratory research is valuable when entering new markets or exploring new product ideas.

4. Descriptive research

As its name implies, descriptive research seeks to describe a market, population or phenomenon in detail. It involves collecting and summarizing data to answer questions about audience demographics and behaviors, market size, and current trends. Surveys, observational studies and content analysis are common methods used in descriptive research. 

5. Causal research

Causal research aims to establish cause-and-effect relationships between variables. It investigates whether changes in one variable result in changes in another. Experimental designs, A/B testing and regression analysis are common causal research methods. This sheds light on how specific marketing strategies or product changes impact consumer behavior.

6. Cross-sectional research

Cross-sectional market research involves collecting data from a sample of the population at a single point in time. It is used to analyze differences, relationships or trends among various groups within a population. Cross-sectional studies are helpful for market segmentation, identifying target audiences and assessing market trends at a specific moment.

7. Longitudinal research

Longitudinal research, in contrast to cross-sectional research, collects data from the same subjects over an extended period. This allows for the analysis of trends, changes and developments over time. Longitudinal studies are useful for tracking long-term developments in consumer preferences, brand loyalty and market dynamics.

Each type of market research has its strengths and weaknesses, and the method you choose depends on your specific research goals and the depth of understanding you’re aiming to achieve. In the following sections, we’ll delve into primary and secondary research approaches and specific research methods.

Primary vs. secondary market research

Market research of all types can be broadly categorized into two main approaches: primary research and secondary research. By understanding the differences between these approaches, you can better determine the most appropriate research method for your specific goals.

Primary market research 

Primary research involves the collection of original data straight from the source. Typically, this involves communicating directly with your target audience — through surveys, interviews, focus groups and more — to gather information. Here are some key attributes of primary market research:

• Customized data: Primary research provides data that is tailored to your research needs. You design a custom research study and gather information specific to your goals.
• Up-to-date insights: Because primary research involves communicating with customers, the data you collect reflects the most current market conditions and consumer behaviors.
• Time-consuming and resource-intensive: Despite its advantages, primary research can be labor-intensive and costly, especially when dealing with large sample sizes or complex study designs. Whether you hire a market research consultant, agency or use an in-house team, primary research studies consume a large amount of resources and time.

Secondary market research 

Secondary research, on the other hand, involves analyzing data that has already been compiled by third-party sources, such as online research tools, databases, news sites, industry reports and academic studies.

Here are the main characteristics of secondary market research:

• Cost-effective: Secondary research is generally more cost-effective than primary research since it doesn’t require building a research plan from scratch. You and your team can look at databases, websites and publications on an ongoing basis, without needing to design a custom experiment or hire a consultant. 
• Leverages multiple sources: Data tools and software extract data from multiple places across the web, and then consolidate that information within a single platform. This means you’ll get a greater amount of data and a wider scope from secondary research.
• Quick to access: You can access a wide range of information rapidly — often in seconds — if you’re using online research tools and databases. Because of this, you can act on insights sooner, rather than taking the time to develop an experiment. 

So, when should you use primary vs. secondary research? In practice, many market research projects incorporate both primary and secondary research to take advantage of the strengths of each approach.

One rule of thumb is to focus on secondary research to obtain background information, market trends or industry benchmarks. It is especially valuable for conducting preliminary research, competitor analysis, or when time and budget constraints are tight. Then, if you still have knowledge gaps or need to answer specific questions unique to your business model, use primary research to create a custom experiment. 

Market research methods

• Surveys and questionnaires
• Focus groups
• Observational research
• Online research tools
• Experiments
• Content analysis
• Ethnographic research

How do primary and secondary research approaches translate into specific research methods? Let’s take a look at the different ways you can gather data: 

1. Surveys and questionnaires

Surveys and questionnaires are popular methods for collecting structured data from a large number of respondents. They involve a set of predetermined questions that participants answer. Surveys can be conducted through various channels, including online tools, telephone interviews and in-person or online questionnaires. They are useful for gathering quantitative data and assessing customer demographics, opinions, preferences and needs. On average, customer surveys have a 33% response rate , so keep that in mind as you consider your sample size.

2. Interviews

Interviews are in-depth conversations with individuals or groups to gather qualitative insights. They can be structured (with predefined questions) or unstructured (with open-ended discussions). Interviews are valuable for exploring complex topics, uncovering motivations and obtaining detailed feedback. 

3. Focus groups

The most common primary research methods are in-depth webcam interviews and focus groups. Focus groups are a small gathering of participants who discuss a specific topic or product under the guidance of a moderator. These discussions are valuable for primary market research because they reveal insights into consumer attitudes, perceptions and emotions. Focus groups are especially useful for idea generation, concept testing and understanding group dynamics within your target audience.

4. Observational research

Observational research involves observing and recording participant behavior in a natural setting. This method is particularly valuable when studying consumer behavior in physical spaces, such as retail stores or public places. In some types of observational research, participants are aware you’re watching them; in other cases, you discreetly watch consumers without their knowledge, as they use your product. Either way, observational research provides firsthand insights into how people interact with products or environments.

5. Online research tools

You and your team can do your own secondary market research using online tools. These tools include data prospecting platforms and databases, as well as online surveys, social media listening, web analytics and sentiment analysis platforms. They help you gather data from online sources, monitor industry trends, track competitors, understand consumer preferences and keep tabs on online behavior. We’ll talk more about choosing the right market research tools in the sections that follow.

6. Experiments

Market research experiments are controlled tests of variables to determine causal relationships. While experiments are often associated with scientific research, they are also used in market research to assess the impact of specific marketing strategies, product features, or pricing and packaging changes.

7. Content analysis

Content analysis involves the systematic examination of textual, visual or audio content to identify patterns, themes and trends. It’s commonly applied to customer reviews, social media posts and other forms of online content to analyze consumer opinions and sentiments.

8. Ethnographic research

Ethnographic research immerses researchers into the daily lives of consumers to understand their behavior and culture. This method is particularly valuable when studying niche markets or exploring the cultural context of consumer choices.

How to do market research

• Set clear objectives
• Identify your target audience
• Choose your research methods
• Use the right market research tools
• Collect data
• Analyze data 
• Interpret your findings
• Identify opportunities and challenges
• Make informed business decisions
• Monitor and adapt

Now that you have gained insights into the various market research methods at your disposal, let’s delve into the practical aspects of how to conduct market research effectively. Here’s a quick step-by-step overview, from defining objectives to monitoring market shifts.

1. Set clear objectives

When you set clear and specific goals, you’re essentially creating a compass to guide your research questions and methodology. Start by precisely defining what you want to achieve. Are you launching a new product and want to understand its viability in the market? Are you evaluating customer satisfaction with a product redesign? 

Start by creating SMART goals — objectives that are specific, measurable, achievable, relevant and time-bound. Not only will this clarify your research focus from the outset, but it will also help you track progress and benchmark your success throughout the process. 

You should also consult with key stakeholders and team members to ensure alignment on your research objectives before diving into data collecting. This will help you gain diverse perspectives and insights that will shape your research approach.

2. Identify your target audience

Next, you’ll need to pinpoint your target audience to determine who should be included in your research. Begin by creating detailed buyer personas or stakeholder profiles. Consider demographic factors like age, gender, income and location, but also delve into psychographics, such as interests, values and pain points.

The more specific your target audience, the more accurate and actionable your research will be. Additionally, segment your audience if your research objectives involve studying different groups, such as current customers and potential leads.

If you already have existing customers, you can also hold conversations with them to better understand your target market. From there, you can refine your buyer personas and tailor your research methods accordingly.

3. Choose your research methods

Selecting the right research methods is crucial for gathering high-quality data. Start by considering the nature of your research objectives. If you’re exploring consumer preferences, surveys and interviews can provide valuable insights. For in-depth understanding, focus groups or observational research might be suitable. Consider using a mix of quantitative and qualitative methods to gain a well-rounded perspective. 

You’ll also need to consider your budget. Think about what you can realistically achieve using the time and resources available to you. If you have a fairly generous budget, you may want to try a mix of primary and secondary research approaches. If you’re doing market research for a startup , on the other hand, chances are your budget is somewhat limited. If that’s the case, try addressing your goals with secondary research tools before investing time and effort in a primary research study. 

4. Use the right market research tools

Whether you’re conducting primary or secondary research, you’ll need to choose the right tools. These can help you do anything from sending surveys to customers to monitoring trends and analyzing data. Here are some examples of popular market research tools:

• Market research software: Crunchbase is a platform that provides best-in-class company data, making it valuable for market research on growing companies and industries. You can use Crunchbase to access trusted, first-party funding data, revenue data, news and firmographics, enabling you to monitor industry trends and understand customer needs.

• Survey and questionnaire tools: SurveyMonkey is a widely used online survey platform that allows you to create, distribute and analyze surveys. Google Forms is a free tool that lets you create surveys and collect responses through Google Drive.
• Data analysis software: Microsoft Excel and Google Sheets are useful for conducting statistical analyses. SPSS is a powerful statistical analysis software used for data processing, analysis and reporting.
• Social listening tools: Brandwatch is a social listening and analytics platform that helps you monitor social media conversations, track sentiment and analyze trends. Mention is a media monitoring tool that allows you to track mentions of your brand, competitors and keywords across various online sources.
• Data visualization platforms: Tableau is a data visualization tool that helps you create interactive and shareable dashboards and reports. Power BI by Microsoft is a business analytics tool for creating interactive visualizations and reports.

5. Collect data

There’s an infinite amount of data you could be collecting using these tools, so you’ll need to be intentional about going after the data that aligns with your research goals. Implement your chosen research methods, whether it’s distributing surveys, conducting interviews or pulling from secondary research platforms. Pay close attention to data quality and accuracy, and stick to a standardized process to streamline data capture and reduce errors. 

6. Analyze data

Once data is collected, you’ll need to analyze it systematically. Use statistical software or analysis tools to identify patterns, trends and correlations. For qualitative data, employ thematic analysis to extract common themes and insights. Visualize your findings with charts, graphs and tables to make complex data more understandable.

If you’re not proficient in data analysis, consider outsourcing or collaborating with a data analyst who can assist in processing and interpreting your data accurately.

7. Interpret your findings

Interpreting your market research findings involves understanding what the data means in the context of your objectives. Are there significant trends that uncover the answers to your initial research questions? Consider the implications of your findings on your business strategy. It’s essential to move beyond raw data and extract actionable insights that inform decision-making.

Hold a cross-functional meeting or workshop with relevant team members to collectively interpret the findings. Different perspectives can lead to more comprehensive insights and innovative solutions.

8. Identify opportunities and challenges

Use your research findings to identify potential growth opportunities and challenges within your market. What segments of your audience are underserved or overlooked? Are there emerging trends you can capitalize on? Conversely, what obstacles or competitors could hinder your progress?

Lay out this information in a clear and organized way by conducting a SWOT analysis, which stands for strengths, weaknesses, opportunities and threats. Jot down notes for each of these areas to provide a structured overview of gaps and hurdles in the market.

9. Make informed business decisions

Market research is only valuable if it leads to informed decisions for your company. Based on your insights, devise actionable strategies and initiatives that align with your research objectives. Whether it’s refining your product, targeting new customer segments or adjusting pricing, ensure your decisions are rooted in the data.

At this point, it’s also crucial to keep your team aligned and accountable. Create an action plan that outlines specific steps, responsibilities and timelines for implementing the recommendations derived from your research. 

10. Monitor and adapt

Market research isn’t a one-time activity; it’s an ongoing process. Continuously monitor market conditions, customer behaviors and industry trends. Set up mechanisms to collect real-time data and feedback. As you gather new information, be prepared to adapt your strategies and tactics accordingly. Regularly revisiting your research ensures your business remains agile and reflects changing market dynamics and consumer preferences.

Online market research sources

As you go through the steps above, you’ll want to turn to trusted, reputable sources to gather your data. Here’s a list to get you started:

• Crunchbase: As mentioned above, Crunchbase is an online platform with an extensive dataset, allowing you to access in-depth insights on market trends, consumer behavior and competitive analysis. You can also customize your search options to tailor your research to specific industries, geographic regions or customer personas.

• Academic databases: Academic databases, such as ProQuest and JSTOR , are treasure troves of scholarly research papers, studies and academic journals. They offer in-depth analyses of various subjects, including market trends, consumer preferences and industry-specific insights. Researchers can access a wealth of peer-reviewed publications to gain a deeper understanding of their research topics.
• Government and NGO databases: Government agencies, nongovernmental organizations and other institutions frequently maintain databases containing valuable economic, demographic and industry-related data. These sources offer credible statistics and reports on a wide range of topics, making them essential for market researchers. Examples include the U.S. Census Bureau , the Bureau of Labor Statistics and the Pew Research Center .
• Industry reports: Industry reports and market studies are comprehensive documents prepared by research firms, industry associations and consulting companies. They provide in-depth insights into specific markets, including market size, trends, competitive analysis and consumer behavior. You can find this information by looking at relevant industry association databases; examples include the American Marketing Association and the National Retail Federation .
• Social media and online communities: Social media platforms like LinkedIn or Twitter (X) , forums such as Reddit and Quora , and review platforms such as G2 can provide real-time insights into consumer sentiment, opinions and trends. 

Market research examples

At this point, you have market research tools and data sources — but how do you act on the data you gather? Let’s go over some real-world examples that illustrate the practical application of market research across various industries. These examples showcase how market research can lead to smart decision-making and successful business decisions.

Example 1: Apple’s iPhone launch

Apple ’s iconic iPhone launch in 2007 serves as a prime example of market research driving product innovation in tech. Before the iPhone’s release, Apple conducted extensive market research to understand consumer preferences, pain points and unmet needs in the mobile phone industry. This research led to the development of a touchscreen smartphone with a user-friendly interface, addressing consumer demands for a more intuitive and versatile device. The result was a revolutionary product that disrupted the market and redefined the smartphone industry.

Example 2: McDonald’s global expansion

McDonald’s successful global expansion strategy demonstrates the importance of market research when expanding into new territories. Before entering a new market, McDonald’s conducts thorough research to understand local tastes, preferences and cultural nuances. This research informs menu customization, marketing strategies and store design. For instance, in India, McDonald’s offers a menu tailored to local preferences, including vegetarian options. This market-specific approach has enabled McDonald’s to adapt and thrive in diverse global markets.

Example 3: Organic and sustainable farming

The shift toward organic and sustainable farming practices in the food industry is driven by market research that indicates increased consumer demand for healthier and environmentally friendly food options. As a result, food producers and retailers invest in sustainable sourcing and organic product lines — such as with these sustainable seafood startups — to align with this shift in consumer values. 

The bottom line? Market research has multiple use cases and is a critical practice for any industry. Whether it’s launching groundbreaking products, entering new markets or responding to changing consumer preferences, you can use market research to shape successful strategies and outcomes.

Market research templates

You finally have a strong understanding of how to do market research and apply it in the real world. Before we wrap up, here are some market research templates that you can use as a starting point for your projects:

• Smartsheet competitive analysis templates : These spreadsheets can serve as a framework for gathering information about the competitive landscape and obtaining valuable lessons to apply to your business strategy.
• SurveyMonkey product survey template : Customize the questions on this survey based on what you want to learn from your target customers.
• HubSpot templates : HubSpot offers a wide range of free templates you can use for market research, business planning and more.
• SCORE templates : SCORE is a nonprofit organization that provides templates for business plans, market analysis and financial projections.
• SBA.gov : The U.S. Small Business Administration offers templates for every aspect of your business, including market research, and is particularly valuable for new startups. 

Strengthen your business with market research

When conducted effectively, market research is like a guiding star. Equipped with the right tools and techniques, you can uncover valuable insights, stay competitive, foster innovation and navigate the complexities of your industry.

Throughout this guide, we’ve discussed the definition of market research, different research methods, and how to conduct it effectively. We’ve also explored various types of market research and shared practical insights and templates for getting started. 

Now, it’s time to start the research process. Trust in data, listen to the market and make informed decisions that guide your company toward lasting success.

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What Is Market Research?

• How It Works
• Primary vs. Secondary
• How to Conduct Research

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Market research examines consumer behavior and trends in the economy to help a business develop and fine-tune its business idea and strategy. It helps a business understand its target market by gathering and analyzing data.

Market research is the process of evaluating the viability of a new service or product through research conducted directly with potential customers. It allows a company to define its target market and get opinions and other feedback from consumers about their interest in a product or service.

Research may be conducted in-house or by a third party that specializes in market research. It can be done through surveys and focus groups, among other ways. Test subjects are usually compensated with product samples or a small stipend for their time.

Key Takeaways

• Companies conduct market research before introducing new products to determine their appeal to potential customers.
• Tools include focus groups, telephone interviews, and questionnaires.
• The results of market research inform the final design of the product and determine how it will be positioned in the marketplace.
• Market research usually combines primary information, gathered directly from consumers, and secondary information, which is data available from external sources.

Market Research

How market research works.

Market research is used to determine the viability of a new product or service. The results may be used to revise the product design and fine-tune the strategy for introducing it to the public. This can include information gathered for the purpose of determining market segmentation . It also informs product differentiation , which is used to tailor advertising.

A business engages in various tasks to complete the market research process. It gathers information based on the market sector being targeted by the product. This information is then analyzed and relevant data points are interpreted to draw conclusions about how the product may be optimally designed and marketed to the market segment for which it is intended.

It is a critical component in the research and development (R&D) phase of a new product or service introduction. Market research can be conducted in many different ways, including surveys, product testing, interviews, and focus groups.

Market research is a critical tool that companies use to understand what consumers want, develop products that those consumers will use, and maintain a competitive advantage over other companies in their industry.

Primary Market Research vs. Secondary Market Research

Market research usually consists of a combination of:

• Primary research, gathered by the company or by an outside company that it hires
• Secondary research, which draws on external sources of data

Primary Market Research

Primary research generally falls into two categories: exploratory and specific research.

• Exploratory research is less structured and functions via open-ended questions. The questions may be posed in a focus group setting, telephone interviews, or questionnaires. It results in questions or issues that the company needs to address about a product that it has under development.
• Specific research delves more deeply into the problems or issues identified in exploratory research.

Secondary Market Research

All market research is informed by the findings of other researchers about the needs and wants of consumers. Today, much of this research can be found online.

Secondary research can include population information from government census data , trade association research reports , polling results, and research from other businesses operating in the same market sector.

History of Market Research

Formal market research began in Germany during the 1920s. In the United States, it soon took off with the advent of the Golden Age of Radio.

Companies that created advertisements for this new entertainment medium began to look at the demographics of the audiences who listened to each of the radio plays, music programs, and comedy skits that were presented.

They had once tried to reach the widest possible audience by placing their messages on billboards or in the most popular magazines. With radio programming, they had the chance to target rural or urban consumers, teenagers or families, and judge the results by the sales numbers that followed.

Types of Market Research

Face-to-face interviews.

From their earliest days, market research companies would interview people on the street about the newspapers and magazines that they read regularly and ask whether they recalled any of the ads or brands that were published in them. Data collected from these interviews were compared to the circulation of the publication to determine the effectiveness of those ads.

Market research and surveys were adapted from these early techniques.

To get a strong understanding of your market, it’s essential to understand demand, market size, economic indicators, location, market saturation, and pricing.

Focus Groups

A focus group is a small number of representative consumers chosen to try a product or watch an advertisement.

Afterward, the group is asked for feedback on their perceptions of the product, the company’s brand, or competing products. The company then takes that information and makes decisions about what to do with the product or service, whether that's releasing it, making changes, or abandoning it altogether.

Phone Research

The man-on-the-street interview technique soon gave way to the telephone interview. A telephone interviewer could collect information in a more efficient and cost-effective fashion.

Telephone research was a preferred tactic of market researchers for many years. It has become much more difficult in recent years as landline phone service dwindles and is replaced by less accessible mobile phones.

Survey Research

As an alternative to focus groups, surveys represent a cost-effective way to determine consumer attitudes without having to interview anyone in person. Consumers are sent surveys in the mail, usually with a coupon or voucher to incentivize participation. These surveys help determine how consumers feel about the product, brand, and price point.

Online Market Research

With people spending more time online, market research activities have shifted online as well. Data collection still uses a survey-style form. But instead of companies actively seeking participants by finding them on the street or cold calling them on the phone, people can choose to sign up, take surveys, and offer opinions when they have time.

This makes the process far less intrusive and less rushed, since people can participate on their own time and of their own volition.

How to Conduct Market Research

The first step to effective market research is to determine the goals of the study. Each study should seek to answer a clear, well-defined problem. For example, a company might seek to identify consumer preferences, brand recognition, or the comparative effectiveness of different types of ad campaigns.

After that, the next step is to determine who will be included in the research. Market research is an expensive process, and a company cannot waste resources collecting unnecessary data. The firm should decide in advance which types of consumers will be included in the research, and how the data will be collected. They should also account for the probability of statistical errors or sampling bias .

The next step is to collect the data and analyze the results. If the two previous steps have been completed accurately, this should be straightforward. The researchers will collect the results of their study, keeping track of the ages, gender, and other relevant data of each respondent. This is then analyzed in a marketing report that explains the results of their research.

The last step is for company executives to use their market research to make business decisions. Depending on the results of their research, they may choose to target a different group of consumers, or they may change their price point or some product features.

The results of these changes may eventually be measured in further market research, and the process will begin all over again.

Benefits of Market Research

Market research is essential for developing brand loyalty and customer satisfaction. Since it is unlikely for a product to appeal equally to every consumer, a strong market research program can help identify the key demographics and market segments that are most likely to use a given product.

Market research is also important for developing a company’s advertising efforts. For example, if a company’s market research determines that its consumers are more likely to use Facebook than X (formerly Twitter), it can then target its advertisements to one platform instead of another. Or, if they determine that their target market is value-sensitive rather than price-sensitive, they can work on improving the product rather than reducing their prices.

Market research only works when subjects are honest and open to participating.

Example of Market Research

Many companies use market research to test new products or get information from consumers about what kinds of products or services they need and don’t currently have.

For example, a company that’s considering starting a business might conduct market research to test the viability of its product or service. If the market research confirms consumer interest, the business can proceed confidently with its business plan . If not, the company can use the results of the market research to make adjustments to the product to bring it in line with customer desires.

What Are the Main Types of Market Research?

The main types of market research are primary research and secondary research. Primary research includes focus groups, polls, and surveys. Secondary research includes academic articles, infographics, and white papers.

Qualitative research gives insights into how customers feel and think. Quantitative research uses data and statistics such as website views, social media engagement, and subscriber numbers.

What Is Online Market Research?

Online market research uses the same strategies and techniques as traditional primary and secondary market research, but it is conducted on the Internet. Potential customers may be asked to participate in a survey or give feedback on a product. The responses may help the researchers create a profile of the likely customer for a new product.

What Are Paid Market Research Surveys?

Paid market research involves rewarding individuals who agree to participate in a study. They may be offered a small payment for their time or a discount coupon in return for filling out a questionnaire or participating in a focus group.

What Is a Market Study?

A market study is an analysis of consumer demand for a product or service. It looks at all of the factors that influence demand for a product or service. These include the product’s price, location, competition, and substitutes as well as general economic factors that could influence the new product’s adoption, for better or worse.

Market research is a key component of a company’s research and development (R&D) stage. It helps companies understand in advance the viability of a new product that they have in development and to see how it might perform in the real world.

Britannica Money. “ Market Research .”

U.S. Small Business Administration. “ Market Research and Competitive Analysis .”

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Market Research: What It Is, Why It Matters, and How To Get It Right

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What is market research?

What is market research used for? How important is it? And, how do you choose the right type of research for your business?

Sit back, take five, and I’ll explain the different types of research , what tools are best for the job, and how you can leverage them to grow your business and master your market .

Market research definition:

Market research means to systematically collect and analyze data about a target market or defined segment. It’s a multivariate process that uncovers key facts and insights to inform decisions.

Whether you’re launching a new product , looking for ways to expand a business, or seeking out efficiencies in an existing company, market research is a highly effective way to flesh-out ideas, innovate, and grow. 

Advantages of market research

Market research helps you identify your greatest strengths, threats, and opportunities. It can help you find your way when markets become tough to predict and find efficient ways to grow your business .

• Reduce costs
• Define detailed customer personas
• Make data-driven decisions
• Find new opportunities for growth
• Unpack competitor’s successes
• Develop an informed content marketing strategy
• Identify trends
• Inform market analysis
• Discover the best marketing channels to use
• Find the best ways to communicate with customers
• Benchmark performance against rivals

Online market research can help the whole business at any stage of its life. When practiced consistently and systematically, you can realize its many benefits.

Why is market research important?

Market research helps you identify your greatest threats. And it also gives you a clear picture of opportunities you can capitalize on for greater returns on your business investments, or ROI.

Understanding your specific market on different levels and from different perspectives helps you reach well-informed, data-informed decisions . The process can involve multiple phases. But, if you follow a systematic approach using a market research template , your efforts will pay off.

For more, check out our blog: Importance of Market Research: 9 Reasons Why It’s Crucial for Your Business

To skip ahead and start right now, download our free pack of market research templates.

Different types of market research

Market research is a questions and answers game. Once you’ve asked the important questions, you’ll need to choose the right type of research to get your answers. There are four core types of research, each of which can be applied to help you solve a problem or gather insights to inform key decisions.

Primary market research

Primary market research is the first-hand collection of data. It’s data that’s not available to others, and can be obtained in a number of ways. Here are the most common.

• Web Metrics Use analytics software that provides traffic and engagement metrics to understand how audiences behave.
• Observation To observe how users behave and navigate your site, you can install software that records visits and creates heatmaps. Such tools are useful for qualitative research regarding your UX/UI and at the same time, quantify the findings.
• Customer surveys Survey questionnaires and polls can be distributed to any number of customers through email, SMS, your site, or social media. They let you collect both qualitative and quantitative data from respondents using open-ended questions.
• Focus groups You select a small number of people for a group discussion. A moderator leads the session with questions and records the conclusions. This is also a form of qualitative research, and you would use it to get in-depth information.
• Face-to-face interviews Another qualitative assessment method is one-on-one interviews. Consumers representative of your target audience or a segment of it are selected to answer questions about a specific research topic.
• Phone calls To involve a larger number of people and get more answers, you can conduct surveys over the phone. These interviews would be less specific and include fewer questions.

Helpful: A complete guide to doing primary market research

Secondary market research

Secondary research is second-hand data that has already been produced. It’s available to all who wish to consume it. Using this type of data is preferred by those who wish to keep costs low, as it can be quicker and freely available.

• Government reports and census data Annual, quarterly, and other periodic industry reports are a rich data source to tap into. Government organizations publish statistics in areas of trade, ecommerce, and finance.
• Academic papers and educational resources University research is a source of high-quality information. This is useful for in-depth background information on a broad scale.
• Online articles and case studies, public and commercial sources Industry-specific publications can be a valuable source of information for market segmentation, providing you with data and insights on market trends or a specific market segment or niche.

Further reading: A complete guide to doing desk research

Qualitative market research

Qualitative market research is one of the best ways to understand how people think or feel about a brand, product, or service. It takes more time to plan and analyze the results than other market research types. However, with tools like market research surveys , there are quick and effective ways to do it.

As some of the methods are outlined in the primary and secondary research sections, I’ve included a short list of qualitative research methods below.

• Focus groups
• Case study or whitepaper 
• Online forums
• Biometrics 
• Ethnography

Helpful: Read the complete guide to qualitative research and 83 qualitative research questions & examples

Quantitative market research

Quantitative market research is all about numbers. It collects numerical data to help answer specific research questions . The information collected can be easily quantified and analyzed to establish trends, insights, and patterns.

With this type of research, you’ve got three core data collection methods. However, you’ve also got to consider the design of the research, which can impact which method is used.

What is market research used for?

The applications for market research are virtually limitless. Market research can help you unravel the most complex of business challenges to reach data-driven decisions , and when used consistently, it can help you navigate turbulent times, fuel growth, and support your success . Here are just a few examples of what market research is used for, with a few real-world examples thrown in for good measure.

1. Company research

Market research allows you to shine a spotlight on any business and unpack its wins and losses for your own gain. Let’s say you are doing market research for a business plan ; you’ll likely want to evaluate the successes of others in your industry. Doing systematic company research is a proven way to inform a SWOT analysis .

Doing industry analysis can show you who your industry leaders are , along with any emerging players showing exponential growth.

Let’s say I want to find out which companies to research, I would use Similarweb Digital Research Intelligence to analyze an industry. Here, I can see who my top companies to watch are instantly. It also shows me other companies showing rapid growth in my market.

Read More: How to Research a Company: The Ultimate Guide

2. Competitive benchmarking

Most of your relevant data will come from your competition. If you plan to offer something that’s new for you but already exists in the market, learn from other’s mistakes and successes. If your goal is to evaluate and optimize, collect competitors’ data, and compare it to yours. See what works for them, find their weak spots, and improve on them.

What market research gives you here, is the ability to systematically compare each of your rivals. And, it’s not as complex as it sounds either. Simply choose a type of competitive analysis frameworks to use, complete the template for each; then compare the results to uncover relevant insights.

Read More: The Why and How of Competitive Benchmarking

3. Trendspotting

Another objective for market researchers is to forecast upcoming trends. Data collection over time helps you understand the dynamics of the market. Some markets have strong seasonal fluctuations. Increased shopping during December is an obvious example, but often these shifts are not always evident unless you measure and analyze them specifically.

With the data from your historical market research, you can evaluate their impact and the likelihood you will keep seeing these trends. Based on that, you can make predictions about future developments.

4. Audience analysis

Who will find your product most useful and why? 

Examining the size of your audience and the existing demand for your product or services is crucial. Understanding  your target audience allows you to build your product offering and marketing strategy more efficiently. You also want to learn first-hand where people buy this type of product and how much they are willing to spend so that you can estimate your reachable market share .

Here’s a quick example of how we use Similarweb to do effective audience analysis . You can unpack key audience demographics for any site you choose. And get up-to-date stats about gender, age, location, interests, browsing habits, and more.

5. Market segmentation

There are lots of ways to segment a market. Doing this well can deliver higher conversions, reduce costs, redefine marketing strategies, and help you connect with customers on a more personal level. Market research can help you do most types of market segmentation, the most widely adopted of all is demographic segmentation . Here, you look for shared but specific characteristics of a target audience.

Using Similarweb, I can view audience demographics for a website, and compare it side-by-side with rival sites. In this example, I am looking at hotel booking sites to try and spot any difference between the respective audiences of each.

Helpful: Read our complete guide to market segmentation

6. Marketing strategy

Market research can also help you reach the right decision regarding where to advertise or market your business. After analyzing the data, you’ll know which marketing channels are most effective with your target audience. You can also use research to look at the specific keywords and ad creatives that are generating the best responses and ROI.

Similarweb Digital Research Intelligence makes this type of research effortless. Within the marketing channels tab, you can analyze an entire industry or hone in on a specific site of interest. View the various channels across social media, email, direct, organic search, paid search, and display ads to see which channels convert and where the highest channel traffic comes from.

7. Customer experience

Market research is your best way to get information that isn’t naturally visible but that may significantly affect your business. Just think, the fact that your users don’t complain doesn’t necessarily mean they are all delighted with what you offer.

While some customers tend to keep their criticism to themselves, others will be vocal and leave reviews online. Market research is a powerful tool to help inform improvements to services and products alike. Asking for feedback, listening to it, and looking at the feedback left for rivals in your market can uncover telling insights that can shape service offerings, marketing campaigns, and new feature development.

To see what people use market research for and view real-world instances of research in action, head over to our market research examples page.

Tools for market research

When we look at what market research is, the answer is always rooted in data . Over 100 years ago, vehicle manufacturers undertook extensive research to help them develop different models to suit various segments of society. Fast-forward 100 years, and we find similar applications still exist. However, what’s changed are the tools being used and, more importantly, the accessibility of those tools to a far broader audience .

There are more market intelligence tools in existence today than ever before. Here’s a quick summary of a few you can use to collect information for your market research.

• Google Trends Google Trends is a valuable resource for quantitative research data about market tendencies and user behavior.

• Similarweb Research Intelligence Get the freshest digital intelligence from a platform that shows the insights that count. With the ability to analyze an entire market in an instant and unpick competitors’ wins and losses online, you can count on it to help you perform quick and effective market research.
• Hotjar The digital tool lets you observe and record user behavior on your website. It also creates heatmaps of your pages so you can analyze how visitors navigate.
• SurveyMonkey Create your own online survey with this free tool. SurveyMonkey provides templates for questionnaires and lets you distribute them through your various channels, then collect and interpret results.
• YouGov This platform offers its users daily with thousands of data points and statistics on consumer attitudes, opinions, and behavior.
• Pew Research Center This non-profit organization conducts and publishes public opinion polling, demographic research, content analysis, and other data-driven social science research.
• Living Facts The site provides current statistics about the American population, including demographics, social and health issues, opinions, and more.

Read this post to see what market research tools are hot right now.

Wrapping up: what is market research

Market research is insight. It gives you information to fuel key decisions in your business. Without it, companies must navigate their market uncertainly and make key decisions based on instinct or outdated data.

Similarweb transforms the way companies do market research . There’s no expensive outlay for prolonged research reports that take an age to produce. The data is the freshest there is; it’s credible and shows traffic trends and comparable performance like no other.

Try using it to answer your next big market research question.

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What are the benefits of market research?

Effective market research helps businesses understand and improve their position while also identifying potential threats and opportunities, while also spotting emerging trends .

What is the main purpose of market research?

The main benefit of market research is insight. It can give you access to the data you need to make decisions in your business. Before you invest money or time in any venture, use market research to inform your decision.  

What’s the difference between primary and secondary market research?

Primary research is research you conduct on your own that uses numbers and metrics, and secondary research is research that was done by someone else with a qualitative focus.

by Liz March

Digital Research Specialist

Liz March has 15 years of experience in content creation. She enjoys the outdoors, F1, and reading, and is pursuing a BSc in Environmental Science.

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How To Do Market Research: Definition, Types, Methods

Jul 25, 2024

11 min. read

Market research isn’t just collecting data. It’s a strategic tool that allows businesses to gain a competitive advantage while making the best use of their resources. Research reveals valuable insights into your target audience about their preferences, buying habits, and emerging demands — all of which help you unlock new opportunities to grow your business.

When done correctly, market research can minimize risks and losses, spur growth, and position you as a leader in your industry. 

Let’s explore the basic building blocks of market research and how to collect and use data to move your company forward:

Table of Contents

What Is Market Research?

Why is market research important, market analysis example, 5 types of market research, what are common market research questions, what are the limitations of market research, how to do market research, improving your market research with radarly.

Market Research Definition: The process of gathering, analyzing, and interpreting information about a market or audience.

Market research studies consumer behavior to better understand how they perceive products or services. These insights help businesses identify ways to grow their current offering, create new products or services, and improve brand trust and brand recognition .

You might also hear market research referred to as market analysis or consumer research .

Traditionally, market research has taken the form of focus groups, surveys, interviews, and even competitor analysis . But with modern analytics and research tools, businesses can now capture deeper insights from a wider variety of sources, including social media, online reviews, and customer interactions. These extra layers of intel can help companies gain a more comprehensive understanding of their audience.

With consumer preferences and markets evolving at breakneck speeds, businesses need a way to stay in touch with what people need and want. That’s why the importance of market research cannot be overstated.

Market research offers a proactive way to identify these trends and make adjustments to product development, marketing strategies , and overall operations. This proactive approach can help businesses stay ahead of the curve and remain agile as markets shift.

Market research examples abound — given the number of ways companies can get inside the minds of their customers, simply skimming through your business’s social media comments can be a form of market research.

A restaurant chain might use market research methods to learn more about consumers’ evolving dining habits. These insights might be used to offer new menu items, re-examine their pricing strategies, or even open new locations in different markets, for example.

A consumer electronics company might use market research for similar purposes. For instance, market research may reveal how consumers are using their smart devices so they can develop innovative features.

Market research can be applied to a wide range of use cases, including:

• Testing new product ideas
• Improve existing products
• Entering new markets
• Right-sizing their physical footprints
• Improving brand image and awareness
• Gaining insights into competitors via competitive intelligence

Ultimately, companies can lean on market research techniques to stay ahead of trends and competitors while improving the lives of their customers.

Market research methods take different forms, and you don’t have to limit yourself to just one. Let’s review the most common market research techniques and the insights they deliver.

1. Interviews

3. Focus Groups

4. Observations

5. AI-Driven Market Research

One-on-one interviews are one of the most common market research techniques. Beyond asking direct questions, skilled interviewers can uncover deeper motivations and emotions that drive purchasing decisions. Researchers can elicit more detailed and nuanced responses they might not receive via other methods, such as self-guided surveys.

Interviews also create the opportunity to build rapport with customers and prospects. Establishing a connection with interviewees can encourage them to open up and share their candid thoughts, which can enrich your findings. Researchers also have the opportunity to ask clarifying questions and dig deeper based on individual responses.

Market research surveys provide an easy entry into the consumer psyche. They’re cost-effective to produce and allow researchers to reach lots of people in a short time. They’re also user-friendly for consumers, which allows companies to capture more responses from more people.

Big data and data analytics are making traditional surveys more valuable. Researchers can apply these tools to elicit a deeper understanding from responses and uncover hidden patterns and correlations within survey data that were previously undetectable.

The ways in which surveys are conducted are also changing. With the rise of social media and other online channels, brands and consumers alike have more ways to engage with each other, lending to a continuous approach to market research surveys.

3. Focus groups

Focus groups are “group interviews” designed to gain collective insights. This interactive setting allows participants to express their thoughts and feelings openly, giving researchers richer insights beyond yes-or-no responses.

One of the key benefits of using focus groups is the opportunity for participants to interact with one another. They spark discussions while sharing diverse viewpoints. These sessions can uncover underlying motivations and attitudes that may not be easily expressed through other research methods.

Observing your customers “in the wild” might feel informal, but it can be one of the most revealing market research techniques of all. That’s because you might not always know the right questions to ask. By simply observing, you can surface insights you might not have known to look for otherwise.

This method also delivers raw, authentic, unfiltered data. There’s no room for bias and no potential for participants to accidentally skew the data. Researchers can also pick up on non-verbal cues and gestures that other research methods may fail to capture.

5. AI-driven market research

One of the newer methods of market research is the use of AI-driven market research tools to collect and analyze insights on your behalf. AI customer intelligence tools and consumer insights software like Meltwater Radarly take an always-on approach by going wherever your audience is and continuously predicting behaviors based on current behaviors.

By leveraging advanced algorithms, machine learning, and big data analysis , AI enables companies to uncover deep-seated patterns and correlations within large datasets that would be near impossible for human researchers to identify. This not only leads to more accurate and reliable findings but also allows businesses to make informed decisions with greater confidence.

Tip: Learn how to use Meltwater as a research tool , how Meltwater uses AI , and learn more about consumer insights and about consumer insights in the fashion industry .

No matter the market research methods you use, market research’s effectiveness lies in the questions you ask. These questions should be designed to elicit honest responses that will help you reach your goals.

Examples of common market research questions include:

Demographic market research questions

• What is your age range?
• What is your occupation?
• What is your household income level?
• What is your educational background?
• What is your gender?

Product or service usage market research questions

• How long have you been using [product/service]?
• How frequently do you use [product/service]?
• What do you like most about [product/service]?
• Have you experienced any problems using [product/service]?
• How could we improve [product/service]?
• Why did you choose [product/service] over a competitor’s [product/service]?

Brand perception market research questions

• How familiar are you with our brand?
• What words do you associate with our brand?
• How do you feel about our brand?
• What makes you trust our brand?
• What sets our brand apart from competitors?
• What would make you recommend our brand to others?

Buying behavior market research questions

• What do you look for in a [product/service]?
• What features in a [product/service] are important to you?
• How much time do you need to choose a [product/service]?
• How do you discover new products like [product/service]?
• Do you prefer to purchase [product/service] online or in-store?
• How do you research [product/service] before making a purchase?
• How often do you buy [product/service]?
• How important is pricing when buying [product/service]?
• What would make you switch to another brand of [product/service]?

Customer satisfaction market research questions

• How happy have you been with [product/service]?
• What would make you more satisfied with [product/service]?
• How likely are you to continue using [product/service]?

Bonus Tip: Compiling these questions into a market research template can streamline your efforts.

Market research can offer powerful insights, but it also has some limitations. One key limitation is the potential for bias. Researchers may unconsciously skew results based on their own preconceptions or desires, which can make your findings inaccurate.

• Depending on your market research methods, your findings may be outdated by the time you sit down to analyze and act on them. Some methods struggle to account for rapidly changing consumer preferences and behaviors.
• There’s also the risk of self-reported data (common in online surveys). Consumers might not always accurately convey their true feelings or intentions. They might provide answers they think researchers are looking for or misunderstand the question altogether.
• There’s also the potential to miss emerging or untapped markets . Researchers are digging deeper into what (or who) they already know. This means you might be leaving out a key part of the story without realizing it.

Still, the benefits of market research cannot be understated, especially when you supplement traditional market research methods with modern tools and technology.

Let’s put it all together and explore how to do market research step-by-step to help you leverage all its benefits.

Step 1: Define your objectives

You’ll get more from your market research when you hone in on a specific goal : What do you want to know, and how will this knowledge help your business?

This step will also help you define your target audience. You’ll need to ask the right people the right questions to collect the information you want. Understand the characteristics of the audience and what gives them authority to answer your questions.

Step 2: Select your market research methods

Choose one or more of the market research methods (interviews, surveys, focus groups, observations, and/or AI-driven tools) to fuel your research strategy.

Certain methods might work better than others for specific goals . For example, if you want basic feedback from customers about a product, a simple survey might suffice. If you want to hone in on serious pain points to develop a new product, a focus group or interview might work best.

You can also source secondary research ( complementary research ) via secondary research companies , such as industry reports or analyses from large market research firms. These can help you gather preliminary information and inform your approach.

Step 3: Develop your research tools

Prior to working with participants, you’ll need to craft your survey or interview questions, interview guides, and other tools. These tools will help you capture the right information , weed out non-qualifying participants, and keep your information organized.

You should also have a system for recording responses to ensure data accuracy and privacy. Test your processes before speaking with participants so you can spot and fix inefficiencies or errors.

Step 4: Conduct the market research

With a system in place, you can start looking for candidates to contribute to your market research. This might include distributing surveys to current customers or recruiting participants who fit a specific profile, for example.

Set a time frame for conducting your research. You might collect responses over the course of a few days, weeks, or even months. If you’re using AI tools to gather data, choose a data range for your data to focus on the most relevant information.

Step 5: Analyze and apply your findings

Review your findings while looking for trends and patterns. AI tools can come in handy in this phase by analyzing large amounts of data on your behalf.

Compile your findings into an easy-to-read report and highlight key takeaways and next steps. Reports aren’t useful unless the reader can understand and act on them.

Tip: Learn more about trend forecasting , trend detection , and trendspotting .

Meltwater’s Radarly consumer intelligence suite helps you reap the benefits of market research on an ongoing basis. Using a combination of AI, data science, and market research expertise, Radarly scans multiple global data sources to learn what people are talking about, the actions they’re taking, and how they’re feeling about specific brands.

Our tools are created by market research experts and designed to help researchers uncover what they want to know (and what they don’t know they want to know). Get data-driven insights at scale with information that’s always relevant, always accurate, and always tailored to your organization’s needs.

Learn more when you request a demo by filling out the form below:

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Market research is a cornerstone of all successful, strategic businesses. It can also be daunting for entrepreneurs looking to launch a startup or start a side hustle . What is market research, anyway? And how do you…do it?

We’ll walk you through absolutely everything you need to know about the market research process so that by the end of this guide, you’ll be an expert in market research too. And what’s more important: you’ll have actionable steps you can take to start collecting your own market research.

What Is Market Research?

Market research is the organized process of gathering information about your target customers and market. Market research can help you better understand customer behavior and competitor strengths and weaknesses, as well as provide insight for the best strategies in launching new businesses and products. There are different ways to approach market research, including primary and secondary research and qualitative and quantitative research. The strongest approaches will include a combination of all four.

“Virtually every business can benefit from conducting some market research,” says Niles Koenigsberg of Real FiG Advertising + Marketing . “Market research can help you piece together your [business’s] strengths and weaknesses, along with your prospective opportunities, so that you can understand where your unique differentiators may lie.” Well-honed market research will help your brand stand out from the competition and help you see what you need to do to lead the market. It can also do so much more.

The Purposes of Market Research

Why do market research? It can help you…

• Pinpoint your target market, create buyer personas, and develop a more holistic understanding of your customer base and market.
• Understand current market conditions to evaluate risks and anticipate how your product or service will perform.
• Validate a concept prior to launch.
• Identify gaps in the market that your competitors have created or overlooked.
• Solve problems that have been left unresolved by the existing product/brand offerings.
• Identify opportunities and solutions for new products or services.
• Develop killer marketing strategies .

What Are the Benefits of Market Research?

Strong market research can help your business in many ways. It can…

• Strengthen your market position.
• Help you identify your strengths and weaknesses.
• Help you identify your competitors’ strengths and weaknesses.
• Minimize risk.
• Center your customers’ experience from the get-go.
• Help you create a dynamic strategy based on market conditions and customer needs/demands.

What Are the Basic Methods of Market Research?

The basic methods of market research include surveys, personal interviews, customer observation, and the review of secondary research. In addition to these basic methods, a forward-thinking market research approach incorporates data from the digital landscape like social media analysis, SEO research, gathering feedback via forums, and more. Throughout this guide, we will cover each of the methods commonly used in market research to give you a comprehensive overview.

Primary vs. Secondary Market Research

Primary and secondary are the two main types of market research you can do. The latter relies on research conducted by others. Primary research, on the other hand, refers to the fact-finding efforts you conduct on your own.

This approach is limited, however. It’s likely that the research objectives of these secondary data points differ from your own, and it can be difficult to confirm the veracity of their findings.

Primary Market Research

Primary research is more labor intensive, but it generally yields data that is exponentially more actionable. It can be conducted through interviews, surveys, online research, and your own data collection. Every new business should engage in primary market research prior to launch. It will help you validate that your idea has traction, and it will give you the information you need to help minimize financial risk.

You can hire an agency to conduct this research on your behalf. This brings the benefit of expertise, as you’ll likely work with a market research analyst. The downside is that hiring an agency can be expensive—too expensive for many burgeoning entrepreneurs. That brings us to the second approach. You can also do the market research yourself, which substantially reduces the financial burden of starting a new business .

Secondary Market Research

Secondary research includes resources like government databases and industry-specific data and publications. It can be beneficial to start your market research with secondary sources because it’s widely available and often free-to-access. This information will help you gain a broad overview of the market conditions for your new business.

Identify Your Goals and Your Audience

Before you begin conducting interviews or sending out surveys, you need to set your market research goals. At the end of your market research process, you want to have a clear idea of who your target market is—including demographic information like age, gender, and where they live—but you also want to start with a rough idea of who your audience might be and what you’re trying to achieve with market research.

You can pinpoint your objectives by asking yourself a series of guiding questions:

• What are you hoping to discover through your research?
• Who are you hoping to serve better because of your findings?
• What do you think your market is?
• Who are your competitors?
• Are you testing the reception of a new product category or do you want to see if your product or service solves the problem left by a current gap in the market?
• Are you just…testing the waters to get a sense of how people would react to a new brand?

Once you’ve narrowed down the “what” of your market research goals, you’re ready to move onto how you can best achieve them. Think of it like algebra. Many math problems start with “solve for x.” Once you know what you’re looking for, you can get to work trying to find it. It’s a heck of a lot easier to solve a problem when you know you’re looking for “x” than if you were to say “I’m gonna throw some numbers out there and see if I find a variable.”

How to Do Market Research

This guide outlines every component of a comprehensive market research effort. Take into consideration the goals you have established for your market research, as they will influence which of these elements you’ll want to include in your market research strategy.

Secondary Data

Secondary data allows you to utilize pre-existing data to garner a sense of market conditions and opportunities. You can rely on published market studies, white papers, and public competitive information to start your market research journey.

Secondary data, while useful, is limited and cannot substitute your own primary data. It’s best used for quantitative data that can provide background to your more specific inquiries.

Find Your Customers Online

Once you’ve identified your target market, you can use online gathering spaces and forums to gain insights and give yourself a competitive advantage. Rebecca McCusker of The Creative Content Shop recommends internet recon as a vital tool for gaining a sense of customer needs and sentiment. “Read their posts and comments on forums, YouTube video comments, Facebook group [comments], and even Amazon/Goodreads book comments to get in their heads and see what people are saying.”

If you’re interested in engaging with your target demographic online, there are some general rules you should follow. First, secure the consent of any group moderators to ensure that you are acting within the group guidelines. Failure to do so could result in your eviction from the group.

Not all comments have the same research value. “Focus on the comments and posts with the most comments and highest engagement,” says McCusker. These high-engagement posts can give you a sense of what is already connecting and gaining traction within the group.

Social media can also be a great avenue for finding interview subjects. “LinkedIn is very useful if your [target customer] has a very specific job or works in a very specific industry or sector. It’s amazing the amount of people that will be willing to help,” explains Miguel González, a marketing executive at Dealers League . “My advice here is BE BRAVE, go to LinkedIn, or even to people you know and ask them, do quick interviews and ask real people that belong to that market and segment and get your buyer persona information first hand.”

Market research interviews can provide direct feedback on your brand, product, or service and give you a better understanding of consumer pain points and interests.

When organizing your market research interviews, you want to pay special attention to the sample group you’re selecting, as it will directly impact the information you receive. According to Tanya Zhang, the co-founder of Nimble Made , you want to first determine whether you want to choose a representative sample—for example, interviewing people who match each of the buyer persona/customer profiles you’ve developed—or a random sample.

“A sampling of your usual persona styles, for example, can validate details that you’ve already established about your product, while a random sampling may [help you] discover a new way people may use your product,” Zhang says.

Market Surveys

Market surveys solicit customer inclinations regarding your potential product or service through a series of open-ended questions. This direct outreach to your target audience can provide information on your customers’ preferences, attitudes, buying potential, and more.

Every expert we asked voiced unanimous support for market surveys as a powerful tool for market research. With the advent of various survey tools with accessible pricing—or free use—it’s never been easier to assemble, disseminate, and gather market surveys. While it should also be noted that surveys shouldn’t replace customer interviews , they can be used to supplement customer interviews to give you feedback from a broader audience.

Who to Include in Market Surveys

• Current customers
• Past customers
• Your existing audience (such as social media/newsletter audiences)

Example Questions to Include in Market Surveys

While the exact questions will vary for each business, here are some common, helpful questions that you may want to consider for your market survey. Demographic Questions: the questions that help you understand, demographically, who your target customers are:

• “What is your age?”
• “Where do you live?”
• “What is your gender identity?”
• “What is your household income?”
• “What is your household size?”
• “What do you do for a living?”
• “What is your highest level of education?”

Product-Based Questions: Whether you’re seeking feedback for an existing brand or an entirely new one, these questions will help you get a sense of how people feel about your business, product, or service:

• “How well does/would our product/service meet your needs?”
• “How does our product/service compare to similar products/services that you use?”
• “How long have you been a customer?” or “What is the likelihood that you would be a customer of our brand?

Personal/Informative Questions: the deeper questions that help you understand how your audience thinks and what they care about.

• “What are your biggest challenges?”
• “What’s most important to you?”
• “What do you do for fun (hobbies, interests, activities)?”
• “Where do you seek new information when researching a new product?”
• “How do you like to make purchases?”
• “What is your preferred method for interacting with a brand?”

Survey Tools

Online survey tools make it easy to distribute surveys and collect responses. The best part is that there are many free tools available. If you’re making your own online survey, you may want to consider SurveyMonkey, Typeform, Google Forms, or Zoho Survey.

Competitive Analysis

A competitive analysis is a breakdown of how your business stacks up against the competition. There are many different ways to conduct this analysis. One of the most popular methods is a SWOT analysis, which stands for “strengths, weaknesses, opportunities, and threats.” This type of analysis is helpful because it gives you a more robust understanding of why a customer might choose a competitor over your business. Seeing how you stack up against the competition can give you the direction you need to carve out your place as a market leader.

Social Media Analysis

Social media has fundamentally changed the market research landscape, making it easier than ever to engage with a wide swath of consumers. Follow your current or potential competitors on social media to see what they’re posting and how their audience is engaging with it. Social media can also give you a lower cost opportunity for testing different messaging and brand positioning.

SEO Analysis and Opportunities

SEO analysis can help you identify the digital competition for getting the word out about your brand, product, or service. You won’t want to overlook this valuable information. Search listening tools offer a novel approach to understanding the market and generating the content strategy that will drive business. Tools like Google Trends and Awario can streamline this process.

Ready to Kick Your Business Into High Gear?

Now that you’ve completed the guide to market research you know you’re ready to put on your researcher hat to give your business the best start. Still not sure how actually… launch the thing? Our free mini-course can run you through the essentials for starting your side hustle .

About Mary Kate Miller

Mary Kate Miller writes about small business, real estate, and finance. In addition to writing for Foundr, her work has been published by The Washington Post, Teen Vogue, Bustle, and more. She lives in Chicago.

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What Is Market Research? How To Do It Right Every Time

In this post

Importance of market research

Types of market research, market research process, how to conduct market research, benefits of market research, challenges of market research, market research vs. marketing research.

Do your users know your business’ product or service like the back of their hand?

You work with it every day and know it inside and out: all of its features, how it benefits users, and where it falls short. Yes, you know your product like nothing else, but what about your users? What do you know about the people buying your product? That’s where market research comes in. It helps businesses understand a target market’s ins and outs, present and potential customers’ needs and spending habits, competitors, and the industry. Market research services providers perform in-depth research to help businesses identify potential markets, check product viability, and ensure optimal placement.

What is market research?

Market research is a systematic process to collect, analyze, and interpret qualitative and quantitative data about potential customers, existing users, competitors, and the target market. Businesses use market research results to create products, experiences, and messages to attract and maintain a solid customer base. For example, companies use market research to gauge customer sentiment, gain competitor insights, fix brand perception, create marketing strategies, to name a few.

Every successful business has one thing in common; they get their target customers right. Market research helps them get a clear picture of their potential customers’ values, goals, aspirations, and needs. An effective market research strategy is crucial to understanding the business landscape, connecting with customers, planning marketing campaigns , and beating the competition. Organizations conduct market research in-house or hire a third-party company specializing in market research services. Companies can leverage market research findings in the following ways.

• Identify opportunities to improve average order value (AOV), form business partnerships, and design targeted campaigns.
• Investigate customers’ buying behaviors to test new products, gain actionable insights into customer churn rates , and find potential product glitches.
• Create promotional strategies to create brand awareness , boost brand perception, and buy ads.
• Gather competitive intelligence to address unfulfilled customer needs, find underserved market segments , and mitigate external business environment challenges.
• Make informed business decisions by addressing potential problems and strategizing operational alternatives.

Functions of market research

• Describes target customers’ preferences, competitors, and the overall market situation
• Evaluates product positioning and marketing in comparison to competitors
• Explains reasons behind existing business problems and potential fixes
• Predicts future market opportunities and consumer behavior for creating suitable plans and policies
• Aids in choosing the correct course of action based on the newly found merits and demerits of product, price, promotion, and place (4Ps)

Whether you’re researching to understand a market or draw conclusions on squirrel migration patterns, there are two kinds you can conduct: primary and secondary.

Primary research

Primary research is research you conduct yourself. It includes going directly to a source to gather original data. Researchers use primary research methods to discover meaningful first-hand data about a specific issue or problem. The result of primary research is either exploratory (when there isn’t a clear problem definition) or conclusive (solves a problem from the exploratory research) information. Different types of primary market research are as follows.

• Focus group discussions (FGDs) collect data from a small group of participants or subject matter experts representing a target market. Researchers usually select these participants based on demographics or characteristics. An interviewer facilitates the discussion and engages in conversation to find insights about a product, market, or service.
• Telephonic or face-to-face interviews are two-way conversations between participants and researchers. Interviewers rely on a series of open-ended questions to gain insights into respondents’ opinions and perceptions. The length of these in-depth interviews depends on the complexity of the subject.
• Surveys use open- and close-ended questionnaires to collect responses from a larger population. Online surveys have become a cost-efficient way to conduct primary research across different geographies. Researchers analyze survey research responses to draw inferences about respondents’ opinions and preferences.
• Observations don’t involve direct interaction between respondents and researchers. Trained observers record subjects’ reactions and make organized notes to study further and analyze user behavior.
• Field tests assess how the product or service will function in the real-life environment. These tests are risky but show how people react to your product when other viable options are available. Field test results enable you to adjust factors that might motivate users to take their business elsewhere, like price or packaging.

Secondary research

Secondary research gathers and analyzes information from previous research analyses and publications. In this case, a researcher uses research reports of another researcher as their source of data instead of doing the research themselves. Different types of secondary research are as follows.

• Internal research discovers data available within your organization. Internal data include website, database, user-generated content , and previous research findings and campaign results.
• External research fills the knowledge gap with data from public libraries, newspapers, government agencies, competitive analyses , and journals.

Primary and secondary research methods use qualitative and quantitative data to classify research findings and conclude.

Qualitative research

Qualitative research focuses on the ‘why’ rather than ‘what’ of any behavior, action, or event. It collects and analyzes non-numerical primary and secondary data to generate new research ideas or offer in-depth insights into a problem. Qualitative research relies on observations, interviews, surveys, and FGDs to collect and interpret data. The most common qualitative research approaches are as follows.

• Grounded theory collects rich data on a topic of interest to develop theoretical approaches from observations.
• Ethnography seeks to understand a group or community’s shared culture, beliefs, and conventions.
• Action research connects research and action to drive transformative changes.
• Phenomenological research interprets participants’ lived experiences to investigate an event.
• Narrative research relies on storytelling to understand participants’ perceptions of an event.

Quantitative research

Quantitative research analyzes numerical data to discover patterns, make predictions, and generalize results. Researchers use quantitative techniques to find historical benchmarks for their study. Quantitative methods include surveys, interviews, and experiments. Market researchers use quantitative and qualitative methods to derive insights from data and make decisions. Organizations leverage these techniques to execute different kinds of marketing research.

• Product/service use research discovers what and why of product or service usability for your target audience.
• Buyer persona research uncovers your target market size, challenges, characteristics, aspirations, and motivations.
• Market segmentation research categorizes your target audience groups into segments based on their unique pain points, goals, and needs.
• Pricing research studies competitors’ price points and helps you set a fair pricing point.
• Competitive analysis evaluates competitors’ strengths and weaknesses regarding their products, sales, and marketing.
• Brand awareness research helps a brand uncover its market position and improve brand preference.
• Campaign research dives deep into previous campaigns to discover what went well.
• Brand association research studies the desirability of a brand and boosts positioning accordingly.
• Demand estimation analysis measures customer demand for a product or service.
• Marketing effectiveness assesses the potency of a go-to-market strategy in maximizing revenues.
• Mystery shopping uses independent auditors as customers to assess the sales and service quality.
• Sales forecasting studies potential unit sales to predict future revenue.
• Trendspotting identifies local, global, or regional trends before they become mainstream.
• Feasibility studies predict the success or failure of business concepts, product development, service launches, or business expansion plans.

Systematic inquiry is at the heart of any market research exercise. The process may vary depending on deadlines, budgets, resources, methodologies yet generally follow the sequential stages below.

• Define the problem or opportunity. A problem half-defined remains half-solved. That’s why researchers start with problem diagnosis and definition. A clearly defined research problem aids researchers in establishing accurate research objectives and collecting relevant data.
• Create a research objective statement to develop a hypothesis or investigate a set of research questions. Market researchers create a hypothesis only when they have sufficient empirical evidence to support a claim.
• Choose a research design to specify your plan to collect and analyze data. Think of this research design as a framework to identify information sources, data collection methods, sampling methodology, and research costs.
• Develop a sampling plan to understand the characteristics of a population and make a conclusion. Researchers define the sample population, population size, and choose a sampling method at this stage. Two commonly used sampling methods are as follows.

Types of sampling

• Probabilistic sampling selects samples from a population using the theory of probability. This sampling method is ideal for quantitative research and finding sampling errors after data collection.
• Non-probability sampling relies on a researcher’s subjective judgment to select data. This method offers an equal chance for all respondents to participate in the research and is ideal for qualitative research.
• Collect primary or secondary data depending on the research design or plan. Researchers use various data collection methods to find information on variables. This data further helps them to study and analyze the research problem.
• Process and analyze collected data. Data editing and coding help researchers to identify and remove data classification inconsistencies. Coding involves setting rules for data categorization and transfer. The analysis part attempts to discover similar data patterns and their logic.
• Prepare and present a conclusion. The final stage of the market research process interprets data analysis and presents findings through a report. Such reports ease executive decision-making with concrete data-backed evidence.

When to use market research?

Startups and prominent businesses use market research to understand their customers, measure business profitability, analyze the target market, and beat the competition. Companies conduct market research activities to:

• Evaluate product demand
• Test new products or services
• Assess business expansion opportunity
• Understand customer satisfaction levels
• Develop customer persona and test messaging
• Estimate overall business growth opportunities
• Get an inside look into customer experience (CX)
• Gauge product packaging and promotional decisions

The purpose of market research is to understand your customers to develop a one-of-a-kind product or service that fulfills their wants and needs. Researching the target market might require some extra digging, but following the steps below is an excellent place to start.

1. Identify your target audience(s)

The first step is to identify your target audience. Who do you think will benefit most from your product? Segment your target market into small groups based on location, demographics, personality traits, and buying behaviors. Because you are segmenting your audience on more than one quality, you’ll end up with more than one group to target, which is perfectly fine. You can create a persona from these audiences or develop a made-up person that might show interest in your business. This customer persona helps you hone in on the pains you’ll be relieving and gains you’ll be offering with your business.

2. Scope the competition

Researching your competition is arguably the most effective way to understand your market. Observing others in the same line of work helps you create a better marketing mix and overpower competitors. A business’s marketing mix includes four parts:

• Product: What is your competition selling? What are the benefits of the product? How can you make it better?
• Price: At what price are they offering their product? Are people willing to spend that much? Can you charge more for a luxury item or less for a cheaper version?
• Place: How is your competition reaching its customers? Is this channel effective? Or can you find a better way to connect with them?
• Promotion: How is your competition promoting its product? Where are they spending money on marketing wisely, and where are they wasting it?

3. Engage a portion of your persona

Once you have an idea of competitors, you'll want to focus on your audience. During this stage, you will conduct primary research to determine what your audience looks for in a product, why they find it valuable, and how it will benefit them. What's working for your product? What should you change? Should you scrap your idea and start over? Directly engaging with customers in this step is your best bet. Compile focus groups, send surveys, or use another market research method. We will go into more detail on those later. Your first goal will be to gather some demographic information. Ask customers their age, gender, income range, profession, education, and city of residence. Once you have that, you can ask more about their hobbies and interests and the associated goals and challenges they face daily. Then it's time to get down to business. Ask your audience about buying preferences, where they make purchases, and how often they buy a specific product. Have them go into detail about why they buy a particular product and ignore others.

4. Summarize data and draw conclusions

At this point, you’ve gathered a lot of data that’ll help you better understand the market. The last step is to organize your data and conduct customer data analysis to conclude your target audience so you can provide them with the best product, service, and messaging.

No matter what you do market research for, you’ll discover insights into your business and customers at the end. The research findings help you make informed decisions and unlock business growth. Let’s look at how companies benefit from market research activities.

• Stay ahead of the competition with a better understanding and perspective of your target market and audience.
• Minimize investment risks by evaluating new products, features, or services before launching them.
• Identify threats and opportunities to modify existing business plans, models, investments, or strategies.
• Spot emerging trends by taking a pulse of what’s hot and not in the market.
• Find business growth benchmarks to compare business revenue, productivity, and growth.

Market research challenges stem from Complex business dynamics, automation, and consumer data protection. Let’s take a sneak peek at how these challenges restrict the way researchers collect data and contribute to decision-making.

• The need for speed. Opinions change every day, and so do products. That’s why businesses can’t any longer wait for a month or more to get their hands on market research results. This need for agility pushes market research agencies to deliver quick turnaround times.
• Tight budget and automation are complicating how researchers design research and offer insights. The presence of multiple tools doesn’t necessarily streamline analysis. They instead add to training, ongoing support, and maintenance costs. That’s why you need a comprehensive platform so that you can do more with less.
• The human dimension is becoming more important in research. Today, organizations have more data available than ever and can make wrong interpretations and incorrect decisions. Market researchers’ expertise and skill are essential for companies to find real-time insights from unstructured data.
• Lack of focus on data curation is another challenge that organizations face. Analytics and data visualization software can produce many insights that may not offer concise answers to the problems at hand. That’s where data curation comes in to help businesses find the most relevant solutions for making better decisions.
• Consumer data protection is of utmost importance to any organization. This increasing need to maintain data privacy means organizations should look for credible and verifiable market research agencies that have robust data privacy protection policies in place.

Market research is the process of collecting, analyzing, and interpreting data about the viability of a product or service in a target market. Market researchers aim to understand the buying habits, behaviors, motivations of consumers to predict a potential target segment for a product or service. Marketing research goes behind finding a suitable market to sell your products. It investigates an organization’s marketing strategy. Organizations conduct marketing research to identify issues and gaps in existing marketing activities. Want to identify a market opportunity? Learn how to assess market opportunities to find their desirability.

Mary Clare Novak

Mary Clare Novak is a Content Marketing Specialist at G2 based in Burlington, Vermont, where she is currently exploring topics related to sales and customer relationship management. In her free time, you can find her doing a crossword puzzle, listening to cover bands, or eating fish tacos. (she/her/hers)

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• → Market research: What it is, how to u...

Market research: What it is, how to use it, + examples

Market research allows you to categorize your target audience to better understand your consumers. Learn more about how to do market research here.

Latest posts on Tips

Typeform    |    08.2024

Typeform    |    07.2024

So, you’ve got the next billion-dollar idea that’ll blow the top off your profit margins. You just know you’re onto a winner! Time to throw a huge budget (or your life savings) at this idea, right? 

Not so fast! You're not likely to get very far in the marketplace if you only rely on your gut instincts.

How can you know if your idea even has a chance of surviving in the cutthroat marketplace? 

The answer: market research. A realistic prediction, based on data , of your chances of success. Basically, it’s a way to find out the market viability of your idea.

If you’re new to market research, don’t be intimidated. This guide will take you from basic concepts through to advanced techniques. Plus, our in-house experts will walk you through real-life examples of how we do it here at Typeform.

What is market research and why does it matter?

Market research is the process of collecting information about your target market and customers so you can:

Learn who your customers are

Find out what they want and/or need

Gauge potential market size

Discover trends in your industry

Get wise about what your competitors are up to

Determine how you can stand out

This way, you’ll better understand how to serve your customers, prioritize, and get higher returns on your own marketing and product development efforts. Market research is an essential part of any business’s strategy, whatever the size of your company.

There are many ways to approach market research, and at Typeform, we’ve developed our own spin on it, thanks to continuous testing and the insights we get from being a market research tool ourselves ( forms and surveys).

Uncertainty is an inevitable part of business—however, it’s still possible to reduce some of the uncertainty.

This is where market research is your best ally. Nothing is guaranteed, but making an informed decision based on comprehensive research beats a stab in the dark. Market research helps reduce the thickness of that fog to see what your options are and which direction you might want to take.

Convinced you shouldn’t be sleeping on market research? Great—let’s dive deeper.

Types of market research

Finding what works best for you is a must for useful and actionable market research. We don’t believe in a cut-and-paste approach for all businesses and markets, nor in one definitive “right” way to do things. However, there are some basic principles that apply across the board. Here are a few types of market research.

Secondary and primary research 

Secondary market research delves into information that you don’t create yourself. It’s data that’s already out there, which you can buy or access for free, and is great for benchmarking. 

Examples of secondary research:

Industry reports

Census data

Research paper

Articles in journals or newspapers

Primary market research involves collecting information yourself—this may be more expensive and time-consuming than secondary research, but it’s a better investment in the long run. Focus on your own target audience and gather information directly relevant to your goals. 

Examples of primary research:

Interviews (face-to-face or over the phone)

Focus groups

User testing

Quantitative and Qualitative

Ahh, the classic quantitative vs. qualitative dichotomy.

Quantitative market research gathers data that's numerical, descriptive, and structured. You can draw statistics from quantitative research. It involves more of the “what” questions and can be done at scale.

This type of market research is usually carried out through surveys and questionnaires and can be internal or external. Internal quantitative research examines your current customers, while external can help you identify new customers and see the actual distribution of the whole market. External is more likely to be objective, as your own customers already know you and will have formed opinions.

Examples of quantitative questions:

“Where do you live?”

“How much do you spend on electricity per month, on average?”

“Do you use this product?”

“How often do you go to the gym?”

“On a scale of 1–10, how satisfied are you with our service?”

Qualitative market research involves more of the “how” and “why” questions. It’s done at a much smaller scale, is less structured and more exploratory, aiming for insight rather than certainty. It helps you find out how customers feel about your product, their opinions and preferences—in other words, things that can't be quantified.

Examples of qualitative questions:

“Why did you choose product A over product B?”

“How does this image make you feel?”

“What do you feel is missing from this service?

“Describe the last time you purchased something online.”

“What are your favorite brands for dog grooming products?”

Usually, this type of market research is done through surveys with open-ended questions or interviews. A small number of interviews are conducted, which are then projected to apply to a larger population. 

Quantitative and qualitative research don’t need to be seen as opposite or distinct techniques. It can be an “and” instead of an “either-or.”

Market research for product development and marketing efforts

Market research tends to inform two main areas in a business: product development and marketing efforts. Whether it’s creating a new product or a new set of features, at Typeform, we always start from the end. 

Who’s going to use this? 

Who will buy it? 

How do I justify engineers spending time on this? 

Market research is one of the most important tools to answer these questions. Nobody wants to invest time, money, and effort into making something that no one wants or needs. Market research allows you to assess the market size, its opportunities, and your competitors. This is also where user research and market research inform one another.

Segmenting the market is one of the main activities in market research, as it gives you your target audience(s). How else will you know who is buying from you already, who to market to, and which marketing messages work best?

Competitor analysis , another cornerstone of market research, helps you craft your positioning. In simple terms: How you're different from your competitors and why should buyers pick you?

How to conduct market research

So you can probably see by now how varied market research is. The way we do our own market research here at Typeform has evolved over the years through testing and experimentation. After much trial and error, we finally landed on the approach that works best for us.

Set your goals

Before we even think about launching market research of any scale, we make sure to have a clear objective in mind. 

Are you trying to enhance a particular metric (such as customer numbers or customer satisfaction level), gauge potential market size, or something else?

Define your objective(s) first, then move on to the next step.

Define your audience 

Whatever your approach, the next thing you should always have at the front of your mind is your customer.

Still, focusing on the customer can mean different things to different people.

Focus on jobs, not personas

Brace yourself, because we’re about to say something controversial: don’t focus on buyer personas.

This flies in the face of what most other market research guides will tell you: Research your audience to create buyer personas and frame your offering around them.

Not that buyer personas aren't important—they are. And at Typeform, we definitely use them, but we also follow the “Jobs To Be Done (JTBD)” model. This is the backbone for how we conceptualize everything, from our marketing messaging to our product development. It informs how we see our customers and how we segment them.

How many people in your business speak directly to customers? The bigger your organization, the smaller this number is likely to be, and the further removed the customer becomes from the decision-making. The job creates a consistent framework for everyone to work with and remains close to the customer’s needs.

As you identify needs that intersect, you can begin to find unique differentiators for your product. 

At the end of the day, your customers don’t care about you or your product or its features. They care about the job or jobs they are trying to get done, and if you provide the best solution, they'll pay you for it. If you don’t, they'll move on to your competition faster than you can say, “job to be done.”

 So how does this all relate to market research?

Rather than framing your market research efforts on creating buyer personas and targeting them, frame them around jobs your customers are trying to get done. There'll be some natural overlap with personas, but you need not be wed to them.

Market segmentation

Market segmentation is the act of dividing a target market into groups (or segments). This lets you tailor your efforts to each segment, whether that be your marketing strategy or deciding on features for your product.

The four most common methods: 

Demographics: age, gender, ethnicity, income, industry, job

Psychographic: lifestyle, values, personality traits, interests

Geographic: country, region, city, town

Behavioral: spending habits, internet browsing habits

Depending on your situation, any of these might be useful focus points, and all of them no doubt provide valuable insight.

The benefits of segmentation include:

A better experience for customers: A better understanding of your customers can only really be a win-win. You’ll be able to tailor each part of your customer experience, from marketing message to product experience, based on their segment.

More targeted marketing: In other words, this means better use of your marketing resources. Rather than casting the net wide and crossing your fingers that you haven’t just thrown a lot of time and money away, your segments let you focus your efforts where they’re likely to have the most return.

Improved product development: Knowing the real demands of your target audience will allow for product development that they'll actually appreciate (read: pay for).

Developing a market research strategy

Now that you’re convinced of the importance of market research and how it can help your business, you’re probably pumped to get started. Having even a basic plan can be the difference between a piece of research that has a real and lasting impact on your business and gathering some interesting insights that are forgotten in two weeks. 

Always start with the question: Why? What’s the purpose of the research? 

Your objective shouldn’t be “to do some research,” nor should you select a method first, whether that be a JTBD-based questionnaire, customer interviews, etc. 

Make sure you’re always starting with a question you want to answer and adapt the method to the question.

Examples of questions to think about:

“How can we increase conversions?”

“Why are people churning after two months?”

“What is the appetite for this product?”

“Which product features are most useful to our customers?”

“In which region(s) should we focus our next marketing campaign?"

Let this always be front and center as you go about planning and executing your research.

Market research tips 

Do preliminary research: Have a basic understanding of the industry and the landscape you’ll be investigating. It doesn't have to be extremely in-depth, but it’s important to have a foundation. This ensures you ask the right questions, know what to assess, and can get a more accurate vision of the market.

Align with potential stakeholders: There may be others in your organization who could benefit from the data you're about to gather. It may be worthwhile checking around to see how you could maximize your research efforts. Even just one extra question on your survey might provide essential data for someone else.

Use the right tools for your market research purposes: Make sure that whichever tools you use are fit for purpose. As technology develops, market research automation becomes more important. Using the right tools won't only save you lots of time and energy; it's also essential for correct and high-quality data.

Market research questions

The questions you ask depend on your objectives. You should write market research questions that are purposeful and will help strengthen your relationship with your customers.

You should also consider running a test first, depending on the scale of your research. Sending your survey to a smaller population and analyzing the first few responses will let you check that you’re getting useful responses that are answering your research questions.

Sometimes, until we start getting results, we’re unaware that a question is ineffective. This may be because the question uses terminology not understood by the target audience. 

For example, you may ask, “What SaaS tools do you currently use?” If you get responses like “iPhone 11” and “desktop computer,” then you know you need to adapt your questions better to your audience! 

Here at Typeform, we sometimes send out test emails to smaller populations (around 10% of the target audience) for this purpose and adjust our surveys if necessary.

How many responses to collect for market research

400 is the magic number.

Well, no, in fact, there is no magic number, sorry.

Generally speaking, 400 is the standard recommended sample size—this just means the number of people who responded to your market research survey. 

But this number can vary greatly depending on your total population (i.e., all the people that this research will apply to) and the way you segment them. 

But there’s a mathematical explanation for the popularity of 400: With 400 responses, your margin of error is 5%. 

For example, say you got 400 customer responses to your market research survey. 80% of your respondents answered “yes” to the question, “Would you buy from us again?” That means there’s a 95% chance that in your total population of customers, around 80% would buy from you again.

Don’t forget that to reach your target sample size, you'll need to reach out to many more people! If sending out surveys by email, open rates tend to hover around 15-25% . The percentage of people who then go on to complete a survey will be even lower. 

To increase your chances of survey opens and completions, offering an incentive is never a bad idea. Prize draws or discounts on your product have worked well for us. And, of course, the experience of answering a market research survey is paramount for completions—make sure your form is user-friendly with a smooth and beautiful interface. 

Try to aim for a sample that'll be a good approximation of your overall population. There’s a risk of bias , depending on the channel through which your research survey is shared. For example, if you share it on social media, you might get a younger average age of respondents, which may not be accurately representative of your total population of customers.

Sample market research template

Below is a sample market research template for planning a piece of primary market data.

A brief summary of why this research was started:

What led to this research being done/requested? 

What needs to be validated or explored?

What's been done prior to this research? E.g., competitive analysis, brainstorming, previous research

What insights will this research generate? 

How will these insights be used?

Business/product objectives

We can't emphasize enough the importance of having a clear goal in mind. What metric(s) are you trying to enhance? E.g., more conversions, less churn. This helps people understand the bigger picture of this research.

State what decisions are going to be made or impacted based on the research. As a general rule, if you’re not prepared to make changes, don’t run the research.

Research objectives 

State the high-level objectives for this research. Try to keep it specific, actionable, and two to three points max. 

Research questions 

Provide a list of market research questions you plan to answer during this research (these questions are not the interview questions). 

Participant criteria 

List the primary characteristics of the people you'll recruit for the research, like:

Job(s) to be done

Also decide on the minimum and maximum number of participants you'll need for your study.

Taking action on market research insights

Remember, data isn't reality—however, market research can give you a pretty decent view of reality.

Data can also be unpredictable. Missing a small detail can skew ‌results significantly, so try to be as methodical and meticulous as you can.

Put our market research survey template to the test with customizable questions and design. Take your questionnaire to the next level with over 1 million photos, videos, and icons, or upload your own. Build your ultimate market research survey today with the help of Typeform.

Useful tools for market research

Demographic survey questionnaire template

User persona survey template

Competitor research tool for the SaaS industry

Margin of error calculator for sample size

Google Sheets

About the author

We're Typeform - a team on a mission to transform data collection by bringing you refreshingly different forms.

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Market research definition

Market research – in-house or outsourced, market research in the age of data, when to use market research.

• Types of market research 

Different types of primary research

How to do market research (primary data), how to do secondary market research, communicating your market research findings, choose the right platform for your market research, try qualtrics for free, the ultimate guide to market research: how to conduct it like a pro.

27 min read Wondering how to do market research? Or even where to start learning about it? Use our ultimate guide to understand the basics and discover how you can use market research to help your business.

Market research is the practice of gathering information about the needs and preferences of your target audience – potential consumers of your product.

When you understand how your target consumer feels and behaves, you can then take steps to meet their needs and mitigate the risk of an experience gap – where there is a shortfall between what a consumer expects you to deliver and what you actually deliver. Market research can also help you keep abreast of what your competitors are offering, which in turn will affect what your customers expect from you.

Market research connects with every aspect of a business – including brand , product , customer service , marketing and sales.

Market research generally focuses on understanding:

• The consumer (current customers, past customers, non-customers, influencers))
• The company (product or service design, promotion, pricing, placement, service, sales)
• The competitors (and how their market offerings interact in the market environment)
• The industry overall (whether it’s growing or moving in a certain direction)

Free eBook: 2024 market research trends report

Why is market research important?

A successful business relies on understanding what like, what they dislike, what they need and what messaging they will respond to. Businesses also need to understand their competition to identify opportunities to differentiate their products and services from other companies.

Today’s business leaders face an endless stream of decisions around target markets, pricing, promotion, distribution channels, and product features and benefits . They must account for all the factors involved, and there are market research studies and methodologies strategically designed to capture meaningful data to inform every choice. It can be a daunting task.

Market research allows companies to make data-driven decisions to drive growth and innovation.

What happens when you don’t do market research?

Without market research, business decisions are based at best on past consumer behavior, economic indicators, or at worst, on gut feel. Decisions are made in a bubble without thought to what the competition is doing. An important aim of market research is to remove subjective opinions when making business decisions. As a brand you are there to serve your customers, not personal preferences within the company. You are far more likely to be successful if you know the difference, and market research will help make sure your decisions are insight-driven.

Traditionally there have been specialist market researchers who are very good at what they do, and businesses have been reliant on their ability to do it. Market research specialists will always be an important part of the industry, as most brands are limited by their internal capacity, expertise and budgets and need to outsource at least some aspects of the work.

However, the market research external agency model has meant that brands struggled to keep up with the pace of change. Their customers would suffer because their needs were not being wholly met with point-in-time market research.

Businesses looking to conduct market research have to tackle many questions –

• Who are my consumers, and how should I segment and prioritize them?
• What are they looking for within my category?
• How much are they buying, and what are their purchase triggers, barriers, and buying habits?
• Will my marketing and communications efforts resonate?
• Is my brand healthy ?
• What product features matter most?
• Is my product or service ready for launch?
• Are my pricing and packaging plans optimized?

They all need to be answered, but many businesses have found the process of data collection daunting, time-consuming and expensive. The hardest battle is often knowing where to begin and short-term demands have often taken priority over longer-term projects that require patience to offer return on investment.

Today however, the industry is making huge strides, driven by quickening product cycles, tighter competition and business imperatives around more data-driven decision making. With the emergence of simple, easy to use tools , some degree of in-house market research is now seen as essential, with fewer excuses not to use data to inform your decisions. With greater accessibility to such software, everyone can be an expert regardless of level or experience.

How is this possible?

The art of research hasn’t gone away. It is still a complex job and the volume of data that needs to be analyzed is huge. However with the right tools and support, sophisticated research can look very simple – allowing you to focus on taking action on what matters.

If you’re not yet using technology to augment your in-house market research, now is the time to start.

The most successful brands rely on multiple sources of data to inform their strategy and decision making, from their marketing segmentation to the product features they develop to comments on social media. In fact, there’s tools out there that use machine learning and AI to automate the tracking of what’s people are saying about your brand across all sites.

The emergence of newer and more sophisticated tools and platforms gives brands access to more data sources than ever and how the data is analyzed and used to make decisions. This also increases the speed at which they operate, with minimal lead time allowing brands to be responsive to business conditions and take an agile approach to improvements and opportunities.

Expert partners have an important role in getting the best data, particularly giving access to additional market research know-how, helping you find respondents , fielding surveys and reporting on results.

How do you measure success?

Business activities are usually measured on how well they deliver return on investment (ROI). Since market research doesn’t generate any revenue directly, its success has to be measured by looking at the positive outcomes it drives – happier customers, a healthier brand, and so on.

When changes to your products or your marketing strategy are made as a result of your market research findings, you can compare on a before-and-after basis to see if the knowledge you acted on has delivered value.

Regardless of the function you work within, understanding the consumer is the goal of any market research. To do this, we have to understand what their needs are in order to effectively meet them. If we do that, we are more likely to drive customer satisfaction , and in turn, increase customer retention .

Several metrics and KPIs are used to gauge the success of decisions made from market research results, including

• Brand awareness within the target market
• Share of wallet
• CSAT (customer satisfaction)
• NPS (Net Promoter Score)

You can use market research for almost anything related to your current customers, potential customer base or target market. If you want to find something out from your target audience, it’s likely market research is the answer.

Here are a few of the most common uses:

Buyer segmentation and profiling

Segmentation is a popular technique that separates your target market according to key characteristics, such as behavior, demographic information and social attitudes. Segmentation allows you to create relevant content for your different segments, ideally helping you to better connect with all of them.

Buyer personas are profiles of fictional customers – with real attributes. Buyer personas help you develop products and communications that are right for your different audiences, and can also guide your decision-making process. Buyer personas capture the key characteristics of your customer segments, along with meaningful insights about what they want or need from you. They provide a powerful reminder of consumer attitudes when developing a product or service, a marketing campaign or a new brand direction.

By understanding your buyers and potential customers, including their motivations, needs, and pain points, you can optimize everything from your marketing communications to your products to make sure the right people get the relevant content, at the right time, and via the right channel .

Attitudes and Usage surveys

Attitude & Usage research helps you to grow your brand by providing a detailed understanding of consumers. It helps you understand how consumers use certain products and why, what their needs are, what their preferences are, and what their pain points are. It helps you to find gaps in the market, anticipate future category needs, identify barriers to entry and build accurate go-to-market strategies and business plans.

Marketing strategy

Effective market research is a crucial tool for developing an effective marketing strategy – a company’s plan for how they will promote their products.

It helps marketers look like rock stars by helping them understand the target market to avoid mistakes, stay on message, and predict customer needs . It’s marketing’s job to leverage relevant data to reach the best possible solution  based on the research available. Then, they can implement the solution, modify the solution, and successfully deliver that solution to the market.

Product development

You can conduct market research into how a select group of consumers use and perceive your product – from how they use it through to what they like and dislike about it. Evaluating your strengths and weaknesses early on allows you to focus resources on ideas with the most potential and to gear your product or service design to a specific market.

Chobani’s yogurt pouches are a product optimized through great market research . Using product concept testing – a form of market research – Chobani identified that packaging could negatively impact consumer purchase decisions. The brand made a subtle change, ensuring the item satisfied the needs of consumers. This ability to constantly refine its products for customer needs and preferences has helped Chobani become Australia’s #1 yogurt brand and increase market share.

Pricing decisions

Market research provides businesses with insights to guide pricing decisions too. One of the most powerful tools available to market researchers is conjoint analysis, a form of market research study that uses choice modeling to help brands identify the perfect set of features and price for customers. Another useful tool is the Gabor-Granger method, which helps you identify the highest price consumers are willing to pay for a given product or service.

Brand tracking studies

A company’s brand is one of its most important assets. But unlike other metrics like product sales, it’s not a tangible measure you can simply pull from your system. Regular market research that tracks consumer perceptions of your brand allows you to monitor and optimize your brand strategy in real time, then respond to consumer feedback to help maintain or build your brand with your target customers.

Advertising and communications testing

Advertising campaigns can be expensive, and without pre-testing, they carry risk of falling flat with your target audience. By testing your campaigns, whether it’s the message or the creative, you can understand how consumers respond to your communications before you deploy them so you can make changes in response to consumer feedback before you go live.

Finder, which is one of the world’s fastest-growing online comparison websites, is an example of a brand using market research to inject some analytical rigor into the business. Fueled by great market research, the business lifted brand awareness by 23 percent, boosted NPS by 8 points, and scored record profits – all within 10 weeks.

Competitive analysis

Another key part of developing the right product and communications is understanding your main competitors and how consumers perceive them. You may have looked at their websites and tried out their product or service, but unless you know how consumers perceive them, you won’t have an accurate view of where you stack up in comparison. Understanding their position in the market allows you to identify the strengths you can exploit, as well as any weaknesses you can address to help you compete better.

Customer Story

See How Yamaha Does Product Research

Types of market research

Although there are many types market research, all methods can be sorted into one of two categories: primary and secondary.

Primary research

Primary research is market research data that you collect yourself. This is raw data collected through a range of different means – surveys , focus groups,  , observation and interviews being among the most popular.

Primary information is fresh, unused data, giving you a perspective that is current or perhaps extra confidence when confirming hypotheses you already had. It can also be very targeted to your exact needs. Primary information can be extremely valuable. Tools for collecting primary information are increasingly sophisticated and the market is growing rapidly.

Historically, conducting market research in-house has been a daunting concept for brands because they don’t quite know where to begin, or how to handle vast volumes of data. Now, the emergence of technology has meant that brands have access to simple, easy to use tools to help with exactly that problem. As a result, brands are more confident about their own projects and data with the added benefit of seeing the insights emerge in real-time.

Secondary research

Secondary research is the use of data that has already been collected, analyzed and published – typically it’s data you don’t own and that hasn’t been conducted with your business specifically in mind, although there are forms of internal secondary data like old reports or figures from past financial years that come from within your business. Secondary research can be used to support the use of primary research.

Secondary research can be beneficial to small businesses because it is sometimes easier to obtain, often through research companies. Although the rise of primary research tools are challenging this trend by allowing businesses to conduct their own market research more cheaply, secondary research is often a cheaper alternative for businesses who need to spend money carefully. Some forms of secondary research have been described as ‘lean market research’ because they are fast and pragmatic, building on what’s already there.

Because it’s not specific to your business, secondary research may be less relevant, and you’ll need to be careful to make sure it applies to your exact research question. It may also not be owned, which means your competitors and other parties also have access to it.

Primary or secondary research – which to choose?

Both primary and secondary research have their advantages, but they are often best used when paired together, giving you the confidence to act knowing that the hypothesis you have is robust.

Secondary research is sometimes preferred because there is a misunderstanding of the feasibility of primary research. Thanks to advances in technology, brands have far greater accessibility to primary research, but this isn’t always known.

If you’ve decided to gather your own primary information, there are many different data collection methods that you may consider. For example:

• Customer surveys
• Focus groups
• Observation

Think carefully about what you’re trying to accomplish before picking the data collection method(s) you’re going to use. Each one has its pros and cons. Asking someone a simple, multiple-choice survey question will generate a different type of data than you might obtain with an in-depth interview. Determine if your primary research is exploratory or specific, and if you’ll need qualitative research, quantitative research, or both.

Qualitative vs quantitative

Another way of categorizing different types of market research is according to whether they are qualitative or quantitative.

Qualitative research

Qualitative research is the collection of data that is non-numerical in nature. It summarizes and infers, rather than pin-points an exact truth. It is exploratory and can lead to the generation of a hypothesis.

Market research techniques that would gather qualitative data include:

• Interviews (face to face / telephone)
• Open-ended survey questions

Researchers use these types of market research technique because they can add more depth to the data. So for example, in focus groups or interviews, rather than being limited to ‘yes’ or ‘no’ for a certain question, you can start to understand why someone might feel a certain way.

Quantitative research

Quantitative research is the collection of data that is numerical in nature. It is much more black and white in comparison to qualitative data, although you need to make sure there is a representative sample if you want the results to be reflective of reality.

Quantitative researchers often start with a hypothesis and then collect data which can be used to determine whether empirical evidence to support that hypothesis exists.

Quantitative research methods include:

• Questionnaires
• Review scores

Exploratory and specific research

Exploratory research is the approach to take if you don’t know what you don’t know. It can give you broad insights about your customers, product, brand, and market. If you want to answer a specific question, then you’ll be conducting specific research.

• Exploratory . This research is general and open-ended, and typically involves lengthy interviews with an individual or small focus group.
• Specific . This research is often used to solve a problem identified in exploratory research. It involves more structured, formal interviews.

Exploratory primary research is generally conducted by collecting qualitative data. Specific research usually finds its insights through quantitative data.

Primary research can be qualitative or quantitative, large-scale or focused and specific. You’ll carry it out using methods like surveys – which can be used for both qualitative and quantitative studies – focus groups, observation of consumer behavior, interviews, or online tools.

Step 1: Identify your research topic

Research topics could include:

• Product features
• Product or service launch
• Understanding a new target audience (or updating an existing audience)
• Brand identity
• Marketing campaign concepts
• Customer experience

Step 2: Draft a research hypothesis

A hypothesis is the assumption you’re starting out with. Since you can disprove a negative much more easily than prove a positive, a hypothesis is a negative statement such as ‘price has no effect on brand perception’.

Step 3: Determine which research methods are most effective

Your choice of methods depends on budget, time constraints, and the type of question you’re trying to answer. You could combine surveys, interviews and focus groups to get a mix of qualitative and quantitative data.

Step 4: Determine how you will collect and analyze your data.

Primary research can generate a huge amount of data, and when the goal is to uncover actionable insight, it can be difficult to know where to begin or what to pay attention to.

The rise in brands taking their market research and data analysis in-house has coincided with the rise of technology simplifying the process. These tools pull through large volumes of data and outline significant information that will help you make the most important decisions.

Step 5: Conduct your research!

This is how you can run your research using Qualtrics CoreXM

• Pre-launch – Here you want to ensure that the survey/ other research methods conform to the project specifications (what you want to achieve/research)
• Soft launch – Collect a small fraction of the total data before you fully launch. This means you can check that everything is working as it should and you can correct any data quality issues.
• Full launch – You’ve done the hard work to get to this point. If you’re using a tool, you can sit back and relax, or if you get curious you can check on the data in your account.
• Review – review your data for any issues or low-quality responses. You may need to remove this in order not to impact the analysis of the data.

A helping hand

If you are missing the skills, capacity or inclination to manage your research internally, Qualtrics Research Services can help. From design, to writing the survey based on your needs, to help with survey programming, to handling the reporting, Research Services acts as an extension of the team and can help wherever necessary.

Secondary market research can be taken from a variety of places. Some data is completely free to access – other information could end up costing hundreds of thousands of dollars. There are three broad categories of secondary research sources:

• Public sources – these sources are accessible to anyone who asks for them. They include census data, market statistics, library catalogs, university libraries and more. Other organizations may also put out free data from time to time with the goal of advancing a cause, or catching people’s attention.
• Internal sources – sometimes the most valuable sources of data already exist somewhere within your organization. Internal sources can be preferable for secondary research on account of their price (free) and unique findings. Since internal sources are not accessible by competitors, using them can provide a distinct competitive advantage.
• Commercial sources – if you have money for it, the easiest way to acquire secondary market research is to simply buy it from private companies. Many organizations exist for the sole purpose of doing market research and can provide reliable, in-depth, industry-specific reports.

No matter where your research is coming from, it is important to ensure that the source is reputable and reliable so you can be confident in the conclusions you draw from it.

How do you know if a source is reliable?

Use established and well-known research publishers, such as the XM Institute , Forrester and McKinsey . Government websites also publish research and this is free of charge. By taking the information directly from the source (rather than a third party) you are minimizing the risk of the data being misinterpreted and the message or insights being acted on out of context.

How to apply secondary research

The purpose and application of secondary research will vary depending on your circumstances. Often, secondary research is used to support primary research and therefore give you greater confidence in your conclusions. However, there may be circumstances that prevent this – such as the timeframe and budget of the project.

Keep an open mind when collecting all the relevant research so that there isn’t any collection bias. Then begin analyzing the conclusions formed to see if any trends start to appear. This will help you to draw a consensus from the secondary research overall.

Market research success is defined by the impact it has on your business’s success. Make sure it’s not discarded or ignored by communicating your findings effectively. Here are some tips on how to do it.

• Less is more – Preface your market research report with executive summaries that highlight your key discoveries and their implications
• Lead with the basic information – Share the top 4-5 recommendations in bullet-point form, rather than requiring your readers to go through pages of analysis and data
• Model the impact – Provide examples and model the impact of any changes you put in place based on your findings
• Show, don’t tell – Add illustrative examples that relate directly to the research findings and emphasize specific points
• Speed is of the essence – Make data available in real-time so it can be rapidly incorporated into strategies and acted upon to maximize value
• Work with experts – Make sure you’ve access to a dedicated team of experts ready to help you design and launch successful projects

Trusted by 8,500 brands for everything from product testing to competitor analysis, Our Strategic Research software is the world’s most powerful and flexible research platform . With over 100 question types and advanced logic, you can build out your surveys and see real-time data you can share across the organization. Plus, you’ll be able to turn data into insights with iQ, our predictive intelligence engine that runs complicated analysis at the click of a button.

Related resources

Mixed methods research 17 min read, market intelligence 10 min read, marketing insights 11 min read, ethnographic research 11 min read, qualitative vs quantitative research 13 min read, qualitative research questions 11 min read, qualitative research design 12 min read, request demo.

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Sales CRM Terms

What is Market Research? (Explained With Examples)

Oct 11, 2023

Market research is an essential component of any business strategy. It helps companies understand their target market, identify consumer preferences, and make informed decisions about product development, marketing campaigns, and overall business growth. In this article, we will explore the concept of market research in detail, providing clear definitions, discussing advantages and disadvantages, and providing real-world examples to illustrate its importance

1°) What is Market Research?

Market research is the process of gathering and analyzing relevant data about a target market to gain insights into consumer behavior, preferences, and needs. It involves collecting both qualitative and quantitative data to understand market trends, competitor analysis, and customer satisfaction levels.

Market research plays a crucial role in helping businesses make informed decisions and develop effective strategies. By understanding the market dynamics and customer demands, companies can tailor their offerings to meet the specific needs of their target audience. This not only enhances customer satisfaction but also increases the chances of business success.

1.1 - Definition of Market Research

Market research can be defined as the systematic gathering, interpretation, and analysis of data about a specific target market, industry, or product/service. It helps businesses understand market dynamics, customer demands, and competitor strategies, ultimately enabling them to make informed decisions.

Market research involves various methods and techniques to collect data, such as surveys, interviews, focus groups, and observation. These methods help researchers gather both qualitative and quantitative data, providing a comprehensive understanding of the target market.

1.2 - Advantages of Market Research

There are several advantages of conducting market research:

Market Insights: Market research provides valuable insights into customer preferences, behaviors, and pain points, allowing businesses to tailor their offerings to meet customer needs effectively. By understanding what drives consumer decision-making, companies can develop marketing strategies that resonate with their target audience.

Competitor Analysis: By conducting market research, companies can gain a comprehensive understanding of their competitors, their strengths, weaknesses, and unique selling propositions. This knowledge helps businesses refine their own strategies and stand out in the market. It enables companies to identify opportunities for differentiation and develop competitive advantages.

Product Development: Market research helps businesses identify potential gaps in the market, enabling them to develop innovative products that satisfy unmet consumer needs. By understanding customer preferences and pain points, companies can create products that address specific challenges or provide unique solutions.

Evidence-Based Decision Making: By collecting and analyzing data, market research eliminates guesswork and supports data-driven decision making, reducing the risk of making costly mistakes. It provides businesses with the necessary information to evaluate market opportunities, assess risks, and make informed choices.

1.3 - Disadvantages of Market Research

While market research offers numerous benefits, it also has certain limitations:

Time-consuming: Conducting comprehensive market research can be a time-consuming process, requiring careful planning, data collection, and analysis. It involves identifying research objectives, designing research methodologies, collecting data, and analyzing the findings. This process can take weeks or even months, depending on the scope of the research.

Costly: Market research can be expensive, especially when involving large sample sizes or advanced research techniques. The costs include expenses related to data collection, analysis, and hiring research professionals. Small businesses with limited budgets may find it challenging to invest in extensive market research.

Accuracy Limitations: Despite efforts to ensure reliability, market research results are still subject to bias, sample error, and respondent inaccuracies. Researchers must carefully design their studies to minimize these limitations, but it is impossible to completely eliminate them. The accuracy of market research findings depends on the quality of data collection, sample representativeness, and the honesty of respondents.

2°) Examples of Market Research

Real-world examples can help illustrate the practical application of market research:

2.1 - Example in a Startup Context

Imagine a startup aiming to disrupt the meal delivery industry. Before launching their service, they conduct market research to identify the preferences and demands of their target audience. Through surveys, focus groups, and data analysis, they uncover that convenience, healthy options, and affordability are essential factors for their target market. Armed with this information, they develop a meal delivery service that meets these needs and differentiates themselves from established competitors.

For instance, during their market research, the startup discovers that their target audience values convenience above all else. They find that busy professionals and families are looking for a meal delivery service that can provide them with quick and easy options for their busy lifestyles. Armed with this insight, the startup decides to focus on developing a user-friendly mobile app that allows customers to easily order meals with just a few taps on their smartphones. This innovative approach to convenience sets them apart from their competitors and attracts a loyal customer base.

In addition to convenience, the startup also uncovers a strong demand for healthy meal options. They find that their target audience is health-conscious and actively seeks out nutritious meals that align with their dietary preferences. To cater to this demand, the startup partners with local farms and suppliers to source fresh and organic ingredients for their meals. They also collaborate with nutritionists and chefs to create a menu that offers a variety of healthy and delicious options. This commitment to providing healthy meals not only meets the needs of their target audience but also positions the startup as a trusted and reliable choice in the market.

Lastly, the startup identifies affordability as a key factor for their target market. They discover that price sensitivity is high among their audience, and they are looking for cost-effective meal delivery options that don't compromise on quality. To address this, the startup adopts a pricing strategy that offers competitive prices while still maintaining the quality and value of their meals. They also introduce subscription plans and loyalty programs to incentivize repeat customers and provide additional savings. This focus on affordability allows the startup to attract price-conscious customers and gain a competitive edge in the market.

2.2 - Example in a Consulting Context

A consulting firm specializing in marketing strategy decides to expand its service offerings. To ensure they align with market demand, they conduct market research to identify the most sought-after services and emerging industry trends. By analyzing market data, interviewing industry experts, and conducting competitor analysis, they identify a gap in the market for data-driven digital marketing strategies. This research helps the consulting firm refine their service offerings and attract new clients.

During their market research, the consulting firm uncovers a growing demand for data-driven digital marketing strategies. They find that businesses are increasingly looking for ways to leverage data and analytics to optimize their marketing efforts and drive better results. Armed with this insight, the consulting firm decides to develop a specialized service that focuses on helping businesses harness the power of data in their marketing strategies.

To deliver this service, the consulting firm invests in hiring data analysts and marketing experts with a strong background in data-driven marketing. They also develop proprietary tools and software that can collect, analyze, and interpret marketing data to provide actionable insights and recommendations to their clients. By offering this specialized service, the consulting firm is able to position themselves as industry leaders in data-driven marketing and attract clients who are seeking innovative and effective marketing solutions.

In addition to data-driven marketing, the consulting firm also identifies an emerging trend in influencer marketing. They find that businesses are increasingly turning to influencers and social media platforms to reach their target audience and build brand awareness. Recognizing the potential of this trend, the consulting firm expands their service offerings to include influencer marketing strategies. They develop partnerships with popular influencers in various industries and create comprehensive influencer marketing campaigns for their clients. This expansion allows the consulting firm to tap into a growing market and provide their clients with a holistic approach to digital marketing.

2.3 - Example in a Digital Marketing Agency Context

A digital marketing agency wants to optimize its client's pay-per-click (PPC) advertising campaigns. They conduct market research to understand consumer behavior and identify effective strategies. By analyzing search data, conducting A/B testing, and reviewing industry case studies, they discover that creating personalized ad copy and optimizing landing pages increases click-through rates and conversions. Armed with this knowledge, the agency produces better results for their clients and improves their overall reputation.

During their market research, the digital marketing agency delves into consumer behavior to gain insights into what motivates users to click on PPC ads and convert into customers. They find that personalization is a key factor in capturing the attention of users and driving conversions. Armed with this insight, the agency develops a strategy that focuses on creating personalized ad copy that resonates with the target audience. They conduct extensive research on the target audience's demographics, interests, and preferences to craft ad copy that speaks directly to their needs and desires. This personalized approach increases the relevance and effectiveness of the PPC ads, resulting in higher click-through rates and conversions for their clients.

In addition to personalized ad copy, the digital marketing agency also discovers the importance of optimizing landing pages in maximizing the success of PPC campaigns. They find that a well-designed and user-friendly landing page can significantly impact the conversion rate of PPC ads. Armed with this insight, the agency conducts A/B testing to identify the most effective landing page design and layout. They analyze user behavior, conduct heat map analysis, and gather feedback from users to refine and optimize the landing pages. This meticulous approach to landing page optimization leads to improved conversion rates and a higher return on investment for their clients' PPC campaigns.

2.4 - Example with Analogies

Imagine a chef who wants to create a new dessert recipe. Before experimenting with ingredients, they conduct market research to gather inspiration and understand current dessert trends. By analyzing popular recipes, studying customer reviews, and experimenting with flavors, the chef can develop a unique and delicious dessert that resonates with their target audience.

During their market research, the chef explores various dessert trends and flavors that are currently popular among consumers. They analyze social media platforms, food blogs, and culinary magazines to identify the latest dessert trends and gather inspiration for their own creation. Armed with this knowledge, the chef experiments with different flavor combinations, textures, and presentation styles to develop a dessert that not only satisfies the taste buds but also captures the attention of their target audience.

The chef also pays close attention to customer reviews and feedback on existing dessert recipes. They analyze the strengths and weaknesses of popular recipes and use this information to refine their own creation. By incorporating customer preferences and addressing common complaints or suggestions, the chef ensures that their dessert stands out from the competition and meets the expectations of their target audience.

Market research plays a pivotal role in understanding consumer needs, identifying market opportunities, and driving business success. Whether you are a startup, consulting firm, or digital marketing agency, conducting market research can provide valuable insights, inform decision-making, and improve overall business performance.

About the author

Arnaud Belinga

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Market Research Definition, Types, Tools and Benefits

Published on Jul 01, 2022

More than doubling in size from 2008 to 2021, the market research sector brought in over $76.4 (Statista) billion worldwide in 2021.  

What is Market Research?

Market research is the process of gathering, analyzing, and interpreting information about a market, about the product or service to be offered for sale in that market. It is also about the previous, current, and potential customers for the product or service. 

Data collection, analysis, and interpretation are the three main steps in any successful market research project. The data could pertain to a certain demographic, general consumers, rival businesses, or the entire market. This is the cornerstone of any thriving business. The findings can be used for anything from discovering a fresh opportunity to entering the market to developing an entirely new product or service. 

Small business owners can benefit greatly from conducting market research. It can eliminate uncertainty in the creative process and direct energy and funding toward the most promising ideas and initiatives. Many types of market research are conducted by businesses at many different stages. 

Market Research for Businesses  

Accurate and comprehensive data gives a plethora of information on potential and existing customers, competitors, and the industry as a whole, making it the bedrock of any successful commercial endeavor. It helps entrepreneurs weigh the odds of success before sinking a lot of money into a new firm. 

An essential aspect of every successful business plan is conducting market research to gather data that can be used to address potential marketing obstacles. In reality, it is not viable to develop tactics like market segmentation (identifying distinct groups within a market) and product differentiation (establishing a unique selling proposition for a product or service that distinguishes it from the competition) without conducting market research. 

Types of Market Research  

1. quantitative research .

The results of quantitative studies are typically presented using numerical and graphic representations. It's the gold standard for verifying or disproving hypotheses. It is possible to establish broad, overarching truths about a subject by conducting this kind of study. Experiments, numerically recorded observations, and surveys with a limited number of predetermined answer choices are all examples of common quantitative approaches. 

2. Qualitative research 

Words are the currency of qualitative inquiry. It's a tool for making sense of things like ideas and experiences. Using this method, you can learn more about a topic from every angle, which is very useful for researching controversial or poorly understood subjects. Open-ended interviews, written descriptions of observations, and in-depth analyses of the existing literature are all examples of common qualitative techniques. 

Qualitative vs. Quantitative Research 

Quantitative research focuses on numerical and statistical facts, while qualitative research examines concepts and interpretations. Both are necessary to learn various things. Comparatively, qualitative research draws its conclusions from interviews and documents rather than statistics and reasoning. Quantitative studies typically report their findings numerically or graphically, while qualitative studies report their findings verbally. 

3. Primary Research 

Primary data refers to a study that seeks to collect firsthand information from real-world participants. Primary research is data collected by the researcher themselves through various techniques of approaching the target audience directly. You have full legal and ethical rights to the data set you to create. Primary research can be challenging due to the time, money, resources, and familiarity with the topic that it demands. 

4. Secondary Research 

Secondary research is a study that is done after primary research has already been conducted, and it consists of analyzing, interpreting, and summarizing the results of the primary research. A more precise definition of secondary research would be any study that makes use of publicly available data. When conducting secondary research, scholars refer to information that has already been gathered, processed, and made public (and therefore, you do not own this data). Since the accessible data has already been evaluated and interpreted, the researcher just needs to determine the data he wants to use, i.e., the data that is necessary for his project. 

Primary Research vs. Secondary Research

Research that involves the collection of new information, or "primary" research, is distinguished from secondary research by the fact that it is conducted for the first time on a particular topic. Instead, secondary research makes use of information that has previously been gathered through primary research. The fundamental dividing line between primary and secondary research is whether the research has been done before. 

5. Market Research 

Market research on branding can help a business develop, launch, and sustain its brand. This may involve the firm's ethos, branding, visuals, ideals, or very name. Interviews, focus groups, and surveys are all viable options for conducting research. 

6. Customer Research 

Market research on customers is learning what factors most strongly affect your demographic of interest and what adjustments may be made to better attract and retain them as paying customers. The objective of this study is to acquire an intimate understanding of your consumer base and their habits and preferences as they relate to your business. 

7. Competitor Research 

Conducting market research on your competitors entails learning about their businesses and assessing how they stack up against your own. Your competitive product in the market or how to break into a new market could also be a topic of discussion. The study's overarching goal is to help your company prepare for the future by identifying methods to set itself apart from competitors and by learning from customers' opinions and suggestions. 

8. Product Research 

Conducting market research on your items is essential to ensuring they will sell successfully once they hit the shelves. Finding out how people feel about your product and if they feel it's valuable and functioning properly is the goal of this study. The ability to think creatively about enhancements and new features is another benefit. 

Benefits of Market Research 

According to a survey, the market research business is expected to increase at a rate of 12-14% (The Economic Times) per year through FY26, at which point it would have surpassed the $4 billion mark. 

The following is a list of the most important reasons and benefits of marketing research: 

It's a great tool for boosting companies' standing. The ability to think critically and act on that thinking is the key to success. You can keep your business one step ahead of the competition by conducting market research to expand your knowledge of your market or target audience. 

Reduces the potential for loss on an investment. This is a basic point to think about, but it is often crucial to the success of a firm. When starting a firm, it makes sense to spend what amounts to a negligible amount on research and testing the market, product, concept, or idea. 

Possible dangers and benefits are highlighted. Insurance against these two glaring pitfalls lies in both primary research (fieldwork) and secondary research (desk research). Opportunities or red flags may be uncovered through the combination of this with qualitative research for further investigation. 

You can learn more about the advantages and disadvantages of your own business and of your competitors. To achieve entirely objective reporting, it is generally recommended to collaborate with a market research agency. Take advantage of what you've learned from study to improve in areas where you're weak and to gain an edge over the competition. 

Strategic preparation is helped by this. Where do you stand with the core principles of your company plan? If it's supported by data, and you've put in the time and effort to do your own (hopefully continuous) research, you can rest assured that you're giving yourself the best chance of success in your commercial endeavors. 

This aids in the identification of developing tendencies. Being the first, the best, or coming up with the idea that nobody else has is typically what it takes to stay ahead in business. Taking the pulse of your industry on a regular basis is an important habit. You can learn more about the tools available to you to identify and capitalize on these trends by consulting with a research firm or expert. 

Helpful for firms in keeping up with the competition. Being the best calls for an insatiable need for knowledge and a propensity to experiment. The key to success, and the ability to maintain that success, is knowing how to effectively apply the information gleaned from market research, audience research, and data research. 

It includes forecasts for future income. One of the most important parts of any market study is a forecast, which looks into the future and predicts the size, makeup, and trends of the market you're interested in. This allows for the categorization of prospective clients. You should prioritize the market that is the best fit for your business rather than the largest or fastest-growing. 

It's geared toward meeting the wants and desires of its patrons. Many things in business, including research, benefit from keeping clients front and center. By reaching out to individuals through online panels, web forums, telephone surveys, in-depth interviews, and focus groups, market researchers can learn where their business's ideas, services, and products can be strengthened. 

Using this method, one can measure the progress of one's company against predetermined standards. Utilize data gathered from the market to study the competition, gauge employee enthusiasm, identify knowledge or skill shortages, and identify development opportunities. This will allow you to consider novel approaches, ideas, and resources for boosting your company's efficiency. 

Market Research Tools 

In order to better understand your market and target audience, you need to use market research techniques. It's fundamental to every company's success, and in today's more crowded marketplace, a thorough familiarity with your target market is more important than ever. Good news: you don't have to be an "insights genius" to get started collecting the data you need, owing to the proliferation of market research tools. Some of the best and most widely used methods of market research include: 

• Answer the Public 
• Attest 
• Google Trends 
• Social Mention 
• Remesh 
• Heartbeat Ai 
• Think With Google 
• Spyfu 
• Latana 
• BuzzSumo 
• Statista 
• Typeform 
• Otter.ai 
• Dimensions.ai 

How to Conduct Research for Your Business: Market Research Strategies 

Despite their different objectives, market research and marketing research should use the same framework for gathering and analyzing information about your company's target audiences. These help in primary research as well as secondary research.  

Clearly identify the problem at stake. Establish an initial research topic. Having a clear research question in mind will allow you to better organize your findings. 

Start by figuring out your financial and time constraints. How much money do you have to put into your study? When do you anticipate finishing data collection? Research, like any other tactic for expanding your company, should be carried out within your means. Nonetheless, it may be worthwhile to spend more money to receive the most comprehensive results available, especially if the questions you are answering are time-sensitive. 

Planning your approach and requirements. Find out what information needs to be gathered and figure out how to get it. Observation, surveys, phone calls, and focus groups are among the alternatives. Consult a professional research agency if you are unsure of how to organize your data collection. 

Pick a way to sample the data. I need to know how you plan on picking people to take part in your study. You may require a cross-section of the consumer population at large, a subset of the population who share a particular characteristic of their way of life, or just the opinions of those who are already familiar with your brand. Develop a plan for tracking down and contacting the persons who will take part in your research. 

Prepare a data analysis strategy. Think about the methods you'll use to examine the data. Do you require numbers for statistical analysis, or can you get a sense of things from qualitative, observable data? Spend some time learning about the many types of analysis so you can pick the one that will yield the most useful results for your study. 

Gathering information. The next step is data collection, which may begin once you have settled on a research question and developed a strategy for answering it within the bounds of your time and money. Research is often outsourced to professional firms or consultants by many corporations. 

Examining the information. It is important to apply certain methods of analysis to make sense of your data, no matter how simple it may appear at first. Which analytical techniques you employ are most suited to your data is a function of the information you've gathered. Also, this is the time to double-check for any mistakes that might have crept into your data gathering, analysis, or sampling. 

Make the report you need. Concluding your research with a written report is the next to last stage. From formulating a problem statement to discussing the findings of your data study, your report should include it all. 

Why is Market Research Important?

Over 44,000 businesses across the United States provide some form of market research. Their total annual income is around $23 billion (QuestionPro).  

The importance of Market Research is the following -  

1. Identifies new products or services

By conducting market research, a business can learn what consumers want and how to best meet their demands. Identifying the major challenges associated with creating a product or service can help you save money. It's useful for figuring out what customers value most and how to implement that into your product or service offering. 

2. Identifies potential customers

You may learn more about your clientele by analyzing demographic information like their gender, age, income, occupation, and interests. You'll have a better idea of who to target with your future advertising efforts if you have a clear picture of your current clientele. When a product is marketed to the wrong demographic, sales suffer. 

3. Establishes viability of a product or service

If your organization is considering introducing a novel product or service to consumers, you should find out if there is a need for it. Do people need this product? Do the people you plan to sell to actually want this product? Does it have any chance of succeeding, and does it even have a chance of being a viable trend? 

4. Anticipates and discovers future market trends 

If you are familiar with your market and the tendencies that are just beginning to emerge, you will be better prepared to build tactics to combat any negative tendencies that may threaten your company. As a result, you can use rising tendencies to your advantage and propel your company forward. 

5. Keeps your company ahead of competitors

Examining your company's performance in relation to that of its rivals is a prime use for comparative research. If they're much ahead of you, it's a fantastic chance to figure out what you're doing wrong. It is possible to devise business plans that will help you surpass the competition. 

6. Decide the best marketing strategy

Conducting research is helpful for pinpointing the optimal distribution platform for reaching your target audience. If you find out that a large portion of your audience prefers one form of communication over another, it makes sense to concentrate your efforts there. Because of the scarcity of these resources, it only makes sense to direct them toward endeavors with a high probability of success. 

7. Reduces risk and increases profitability

The ability to assess the value of potential risks in light of past performance and anticipated future market behavior is a crucial business skill. The success or failure of a business idea depends heavily on the results of market research. Understanding your consumers and their habits is another crucial step in risk reduction. Taking less risk leads to greater financial rewards. 

8. Identifies threats and opportunities

The SWOT analysis is likely familiar to many of you. The acronym SWOT refers to a company's "strengths," "weaknesses," and "All four of them can be figured out with the use of market research . While a lot of data can be collected through market research, not all of it needs to be used. Use only information that is directly related to your major objective (which you will have established in advance). 

9. Helps to understand existing customers

By conducting market research, you can learn more about your current clientele. Because of this complexity, you can't assume that you know what your clients require. If you want to be successful, you need to take the temperature of your clientele on a frequent basis. Satisfaction levels among customers can also be measured with the help of surveys. You can find out what is bothering them and make adjustments if necessary. If they are already rather high, you can examine the factors that led to this success and implement changes to maintain it. 

10. Assists in realistic goal setting

Goals that are more realistic can be established with the support of up-to-the-minute information on your market and customer base. Knowing what to expect and how to realistically expand growth over time is greatly aided by establishing a growth pattern throughout time. Setting objectives that are too lofty will cause you to waste time and energy trying to achieve something that is impossible. 

How Efficient is Market Research? 

You should only invest time, energy, and money into market research if you expect to see a favorable return on that investment. Because it is so worthwhile, market research continues to play a significant role in the success of any organization. Market research won't ensure your company's success on its own, but it will arm you with the data you need to make the moves that will. 

Many of the advantages of this type of study were examined, but the drawbacks were also taken into account. If you don't conduct market research, you run the danger of losing clients to the competition, missing out on growth prospects, being more susceptible to hazards, making bad business decisions, and more. Some companies succeed without first doing their homework, but those situations are unusual. To build your firm and avoid typical errors, conduct market research. 

Market Research Methods  

Although there are a variety of approaches to conducting market research, the majority of companies opt to utilize one of the following five fundamental approaches: surveys, focus groups, personal interviews, observation, and field trials. Which strategies you decide to implement for your company will depend on the kinds of data you require as well as the amount of money you are ready to pay. Some of the major methods of market research are following - 

1. Surveys 

Surveys ask participants questions. They can use numerous survey methods. Surveys are a cost-effective technique to collect data for the study. Written surveys may encourage truthful responses since participants feel like they're speaking privately. 

2. Discussions 

Focus groups are moderated discussions. Companies assemble consumers to conduct focus groups, pose questions, and record replies. Participants' replies may reveal what consumers want in a firm or a product because they represent a broad group. Focus groups offer longer participant interaction than surveys. 

3. Interviews 

An interview combines focus group and one-on-one survey aspects. It includes recording one participant's comments at a time. Open-ended questions elicit in-depth answers from the interviewee. Researchers can ask follow-up questions and let interviewees ask their own. 

4. Social media listening 

Social media users routinely discuss corporations and their products. Researchers can search for discussion topics and measure consumer sentiment through social media listening. 

5. Observations 

Observation in market research means studying how consumers shop. Filming shoppers in a store and studying their shopping habits is common. This strategy can reveal their natural selves if they are ignorant of the observation. 

6. Experiments 

In a field trial, a corporation lets participants use a product under typical conditions and collects data. Participants' feedback was used to improve the product. 

7. Competitive analysis 

Competitive analysis is a secondary market research process where companies acquire and analyze competition information. It entails identifying primary and secondary rivals and analyzing their offerings, revenues, and marketing methods. 

8. Statistics 

Public data entails seeking and evaluating public market data. This research is often free online or in libraries. Research centers, polls, or government databases may provide this information. Public data is often used to confirm or compare primary market research. 

9. Purchased data 

Companies without the time or resources to perform their own market research can buy it. Several market research companies sell database subscriptions. Small and medium-sized businesses that can't afford primary market research may benefit from this approach. 

10. Analysis of sales data 

Competition analysis is just one way that may be used in tandem with sales data analysis to show how different business tactics affect revenue. It can also reveal consumers' buying behavior and consumer trends. 

Functions of Marketing Research  

The following are the main functions of Marketing Research - 

Description: Marketing research details customers. Age, sex, education, income, etc., are listed. It describes the market and competitors. This description helps marketing decision-makers and problem-solvers. 

Evaluation: Marketing research evaluates firm performance. It evaluates production and marketing policies. It measures customer reactions to product quality, price, packaging, advertising, sales, and promotions. If consumers dislike the company's policies, they must alter them. It contrasts company and rival policies. 

Explanation: Marketing research answers all marketing questions. It explains why sales are declining, why retailers are unhappy, etc. It explains the problem's causes. It gives a solution. 

Prediction: Marketing research forecasts. Predictions are future forecasts. It predicts sales, market prospects, dangers, marketing environment, customer behavior, etc. All predictions may be wrong. Predictions help the organization create plans and policies. It helps seize possibilities. It prevents future hazards. 

Decision Making: Marketing research aids decision-makers. It gives decision-making data. Decision-making involves choosing between options. Decision-making requires accurate data. MR helps the marketer decide. It gives decision-making data. It offers alternatives. It compares each option's pros and cons. It helps marketing managers choose the right action. 

Conclusion 

The world's markets are changing at a dizzying rate, making it more important than ever for companies to adapt quickly enough to be competitive. One method is to conduct market research. The results of your market research and analysis will provide you with a thorough understanding of your target audience's wants and needs, as well as your competitors' strengths and weaknesses. 

The key to making your business successful in the face of intense competition is identifying and fixing your deficiencies. The right market research tools will aid you in doing just that! The time to begin expanding your company is now.  

With a presence in New York, San Francisco, Austin, Seattle, Toronto, London, Zurich, Pune, Bengaluru, and Hyderabad, SG Analytics, a pioneer in Research and Analytics, offers tailor-made services to enterprises worldwide.    

A leader in  Market research services , SG Analytics enables organizations to achieve actionable insights into products, technology, customers, competition, and the marketplace to make insight-driven decisions.  Contact us  today if you are an enterprise looking to make critical data-driven decisions to prompt accelerated growth and breakthrough performance.

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How To Do Market Research: Types and Templates (2024)

Want to do market research for your brand? Get the best templates and a step-by-step guide in this article.

Market research consists of systematically gathering data about people or companies—a market—and then analyzing it to better understand what that group needs. The results of market research are then used to help business owners make informed decisions about the company’s strategies, operations, and potential customer base.

Market research can help businesses run more efficiently and market more effectively. Ahead, you’ll learn how to do market research for your business, whether you’re breaking into a new market or developing a product .

What is market research?

Market research is the process of gathering data about people or companies and analyzing it to figure out what they’re looking for. Using market research, which is usually summarized in a report, you can make better decisions about your company’s strategy, operations, and potential customers. There are two main types of market research: primary and secondary.

Primary market research

Primary data is first-hand information you gather yourself, or with the help of a market research firm. You control it. Common ways to do primary market research include surveys, interviews, focus groups, and observations. 

Doing your own research has its benefits. You’ll learn exactly what customers want, because you’ve asked them directly. Information is fresh, and you can understand the nuances of your customers, like taste preferences or pricing.

Secondary market research

Secondary data is pre-existing public information, such as data shared in magazines and newspapers or government or industry reports. 

Say you’re a fashion brand expanding its product line to sustainable options, you’d use secondary research to understand market potential. You’d read market reports from Mintel or Nielsen Company to understand consumer demands for sustainable products.

Why is market research important?

Reduce risks for entering new markets.

Misjudging market demand for a new product leads to big financial losses. Market research lowers that risk by providing insights to inform your go-to-market plan, such as:

• Market size
• Income range
• Employment rate
• Market saturation

Gathering this information beforehand helps you understand opportunities and challenges for getting new customers. It also helps you understand emerging trends to stay competitive and identify new growth opportunities.

Understand the competition

A competitive analysis helps you understand the business landscape of a new market and uncovers gaps your business can fill. By analyzing your competitors’ offerings, marketing strategies, and customer feedback, you can create a plan to differentiate yourself in a crowded market. 

Make your business customer-centric

Market research reveals the needs, preferences, and behaviors of potential customers in a new market. For example, if you were expanding into South Korea, you’d want to take into account that shoppers value fast delivery times, readily available products, and the best price possible. 

Armed with this information, you’d want to create a seamless mobile shopping experience with quick load times and quick delivery to appeal to the local market. 

Types of market research

Surveys .

Surveys consist of a list of questions that can be shared with an individual by phone, in person, on a card or paper, or online using a survey software like SurveyMonkey or Qualtrics. 

Ask customers a series of questions to better understand how they feel about a product’s features, or about the experience they had. 

Focus groups

Bringing together groups of people with a common characteristic, such as age, hobby, or buying habits, to better understand their likes and dislikes is a focus group. 

Focus groups typically consist of eight to 12 people and a moderator who poses questions for the group to discuss. They are useful ways of getting feedback on a new product, new features, or new ad campaign.

Observation

When the researcher gathers information simply by watching how a subject interacts with a product, the technique is observation. This is often used in comparing preferences for several types of products.

In-depth interviews

Another market research technique is the one-on-one interview with an individual, during which probing questions are posed to better understand that person’s thoughts, opinions, challenges, and product preferences.

Secondary sources

Secondary research is often a good place to start when conducting market research to better understand industry trends and broader shifts. 

Some of the most useful sources include:

• Industry associations and trade groups
• Trade journals specific to your industry
• Government reports, such as the census or annual federal procurement results
• Industry analysts
• University faculty members 

You can also analyze competitor websites and materials to uncover what convinces potential customers to buy from them.

How to conduct market research

1. choose your focus.

Start by defining what you want to achieve from your research. You might want to:

• Understand a target audience
• Develop new product features
• Create a brand identity
• Improve customer experience

If you’re launching a new line of eco-friendly packaging, for example, your focus might be to understand customer attitudes toward sustainability. 

2. Determine your research methods 

Choose how you’ll capture the data based on your objectives and budget. Combine qualitative research (like interviews and focus groups) with quantitative data (like surveys) to understand attitudes and perceptions.

Maybe you’ll decide to conduct a focus group with environmentally conscious consumers to explore their feelings about packaging materials.

3. Collect the data

Depending on your research methods, you might need to prepare questionnaires, conduct interviews, or analyze data courses. You can conduct the process in-house or outsource it to a third party to help speed things along.

4. Analyze the data

Now it’s time to turn that raw data into insights. Identify any patterns or trends that answer your objectives. For example, you may analyze and identify the percentage of customers who prefer sustainable packaging over traditional options.

5. Report your findings

Prepare a report that includes key insights, data, and recommendations based on your findings. Go beyond stating the findings and explain what they mean for your business. What can you conclude about your market, audience, or product? 

For example, if your research finds high demand for eco-friendly packaging amongst the 25-to-34 demographic, you can conclude a targeted marketing campaign to this group could increase sales. 

Market research templates and guides

Behind every successful business is solid market research. But the hardest part is knowing where to start, and that’s where the following templates come in. These guides can help you stay on track and prepare for your market research process. 

• Shopify’s Market Research Competitor Analysis Template : Contains a free template to help you find your product market fit, so you can sell successfully right away. 
• HubSpot’s Market Research Kit : Contains an instructional guide, SWOT analysis template, focus group template, survey template, and more.
• Qualtrics XM : Qualtrics XM offers a collection of pre-made customer, product, and brand survey templates with a free account.

Online vs. offline marketing research

Online marketing research involves using digital platforms and tools to collect data from your audience. It includes surveys, polls, online focus groups, web analytics, and social media listening . 

The benefit of online research is that you can reach a wide audience quickly and at an affordable price. Because it’s done online, it’s convenient for both researchers and participants. However, online marketing research has some drawbacks, like low response rates and poor data quality. People may not give in-depth explanations or observations if they don’t sit in front of you.

In offline research, data is collected through in-person methods, such as interviews or observations. This allows researchers to examine people’s nonverbal cues and emotions in greater detail. However, offline research is expensive to conduct and analyze, and in-person methods may also limit sample size and diversity. 

How market research helps with competitive analysis

Knowing what your competitors are doing makes it easier to break into the market (or stay ahead of it). If you’re starting an ecommerce business , market research can help you:

• Identify industry trends
• Create a benchmark against competitors 
• Determine competitive pricing strategies
• Find gaps in the market

All these elements inform your competitive analysis, whether you’re developing a new product or entering a new market. In this way, you can uncover areas where competition is intense and gain leverage over your competitors.

Free competitor research template

Find a strategic angle to achieve sales success, uncover your product-market fit, and stand out from the competition with our free template.

Market research examples

Before launching a premium cocktail machine into a new category, the team at Bartesian had to identify a common problem: how hard it was to make great-tasting cocktails at home without any professional skill. 

It was a problem the founder, Ryan Close, struggled with himself, as he explains in a Shopify Masters interview . 

“I could never get [drinks] right, so I understood it was difficult to make great tasting cocktails at home if you’re not a bartender,” Ryan says. 

For his market research, Ryan carried a prototype of the machine around the country, getting in-person feedback. He’d go to trade shows and networking events to talk with people, ask about their pain points, and find out what they’d be willing to pay for his cocktail-making machine. These events helped give Ryan the market research needed to launch Bartesian. 

💡 Read more about how Ryan Close launched Bartesian

Beardbrand 

Beardbrand has become a popular men’s grooming brand since its launch in 2012. In 2023, it was estimated to have generated $25.7 million in revenue. Its founder, Eric Bandholz, took an informal approach to market research rooted in his personal experiences. 

He identified the potential for Beardbrand through several key insights:

• Observation: Noticing an increase in beards and mustaches, and a general interest in male grooming in urban areas, Eric recognized a growing trend that had yet to be fully capitalized on.
• Community engagement: By being an active member of the beard community and blogging about beard care and lifestyle, Eric immersed himself in the target market. This direct engagement provided him with firsthand insights into the needs and wants of his potential customers.
• Participation in events: Attending the 2012 West Coast Beard & Mustache Championships in Portland, Oregon, was a pivotal moment. It was here Eric realized the existence of a like-minded community that was underserved in terms of products and content tailored to their interests.
• Using social media for feedback and ideas: Eric leveraged social media platforms, especially Tumblr, to gather product ideas and gauge community interest. This approach allowed for immediate feedback and helped shape the product offering.

Before officially launching Beardbrand, Eric experimented with blogging about beard care products and engaging with the community. This phase acted as an informal market test, providing insights into the market’s receptivity to various products.

Abel Samet and Samuel Bail started Troubadour after unsuccessfully searching for a high-performing weekender bag. This personal experience highlighted a gap in the market for bags that were both aesthetically pleasing and functionally equivalent to sports gear—lightweight, waterproof, and comfortable.

They did market testing by initially offering their products to friends, family, and colleagues, which allowed them to gather valuable feedback. The brand continued to collect qualitative feedback from customers on their likes and dislikes about the bags, as well as quantitative data on sales and returns to understand needs and buying behavior. This allowed them to innovate and expand, taking calculated risks that paid off.

📚  Read: 10 Lessons Learned From Troubadour’s 10 Years in Business

Qualitative vs. quantitative market research

Qualitative and quantitative research are two fundamental approaches to doing market research. 

Qualitative research

Focuses on understanding concepts, thoughts, or experiences through subjective data. It explores the howand why of customers’ behaviors through open-ended questions and discussions. It can involve interviews, observations, and textual analysis to develop a more detailed understanding of the participant. 

Quantitative research

Rooted in quantifying a problem through numerical data, like statistics. You’ll normally use quantitative data to generalize results from a larger sample population. These include surveys, questionnaires, and experiments with fixed questions or conditions. 

Even though these two approaches are different, you can combine them to conduct a mixed methods study. This helps further validate your findings and get a better understanding of the issue at hand. 

Conduct your own market research today

Understanding industry shifts, changing consumer needs and preferences, and legislative trends, among other things, can shape where a business chooses to focus its efforts and resources. That’s the value of market research. Use the templates and market research techniques above to improve your process and grow your business. 

What is market research? FAQ

What are the 4 types of marketing research.

• Exploratory research
• Descriptive research
• Causal research
• Predictive research

What is an example of market research?

An example of market research would be a company conducting a survey to learn more about their target audience’s preferences and buying habits. They might ask questions about age, gender, income level, and what types of products they purchase. The research would then inform the company’s business and marketing strategy. 

How often should market research be conducted?

Businesses can conduct market research on an as-needed basis. If you are launching a new product or entering a new market, you’ll do market research to support the initiative. Some businesses do market research on an annual basis to stay competitive. 

What are the 4 main purposes of market research?

• Identifying and understanding the target market: Market research helps organizations better identify and understand their target market. It can provide insights into customer demographics, preferences, needs and motivations.
• Product/service development and innovation: Market research helps organizations identify and develop new products or services that meet the needs of their target market. It also helps them understand how new products or services can be positioned in the marketplace.
• Market entry and expansion: Market research helps organizations plan and execute successful market entry and expansion. It can help them identify target markets, assess market potential and evaluate the competitive landscape.
• Brand and reputation management: Market research helps organizations maintain and improve their brand and reputation. It can provide insights into customer perception and help organizations differentiate their brand from competitors.

How much does market research cost?

How much market research costs depends on the research method used. For example, face-to-face interviews are more expensive than phone interviews. The sample size required is also a factor. The larger your sample size, the more expensive it will cost. On average, you can expect to pay between $20,000 and $60,000 for a round of market research from a marketing research firm.

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• What Is Market Research?

Summary: Market research is a structured process to identify, gather, and analyze information to support business decisions. Market research can provide insights into the customer journey and guide decisions related to product development, marketing strategy, pricing strategy, and points of sales (online and offline) to create a customer experience that supports customer acquisition and retention.

8 minutes to read. By author Michaela Mora on July 10, 2021 Topics: Relevant Methods & Tips , Business Strategy , Market Research

Market research is a discipline with roots in psychology and sociology and involves the identification, collection, analysis, and use of information to make business decisions.

Market research and marketing research are so connected that the nuances are lost and both terms are used interchangeably in practice. For this article, I’ll use the term market research.

We use market research to identify and solve problems in different business areas, often connected to the four Ps in marketing:

• Place (distribution, point of sale)
• Promotion (advertising)

Overall, these four aspects of any product or service are drivers of the customer experience as customers interact with each of them through the customer journey from product development, pre-sale, point-of-sale, and post-sale.

Market Research to Identify Problems

The use of market research to identify problems aims at the discovery of what we don’t know. It is often called “generative research” in the context of product development as we look for new product ideas. At a very high level is exploratory in its goals and it can use qualitative and quantitative data collection and analysis techniques.

We use market research for problem discovery when we design research to:

• Identify unmet market needs and their market potential.
• Size the market share for specific products or services.
• Monitor brand image issues of our brand and competitors.
• Profile market segments.
• Analyze sales trends.
• Forecast future trends.
• Identify business trends.

Market Research to Solve Problems

Once a business discovers market opportunities through an understanding of unmet needs, or issues related to its branding, pricing of distribution that may impact the customer experience, the next step is to generate solutions and validate them.

The solutions may be new products and services, new product features to improve the customer experience, a pricing strategy, a brand positioning, a marketing strategy including customization of marketing messages and content for different marketing channels, a redesign of points of sales (online and offline), an internal reorganization to align systems and employees with the customer experience, etc.

For each need or issue discovered there are many potential solutions limited by resources available to the business. The more limited the resources are, the higher the need to use them effectively. Market research can help design solutions for high business impact.

We use market research to solve problems when we design research to:

• Identify actionable market segments for products or services (digital or physical)
• Develop new products (digital or physical)
• Establish a pricing strategy and identify optimal price points.
• Determine effective ways to advertise products and services and optimize marketing channels.
• Identify distribution issues and barriers to the path to purchase.
• Improve customer experience to support customer acquisition and retention strategies.

The Market Research Process

For any given market research project, the process usually includes six major steps:

• Business problem definition and translation to a research problem
• Development of an approach to the research problem
• Research design selection
• Data collection or fieldwork
• Data processing
• Analysis and reporting

Market Research Design Categories

There are different ways to categorize market research depending on:

• The focus on the problem at hand: Primary vs. Secondary.
• The research design goal: Exploratory vs. Descriptive, vs. Causal
• The type of data and collection methods used: Qualitative vs. Quantitative.

Each of these categories helps us guide how to select different research designs, data collection methods, and analysis techniques to gather the information we need to help solve the research problem and provide insights to support business decisions.

Primary Vs. Secondary

First, we try to determine whether we need to conduct secondary or primary research.

Primary research is based on data collection designed to address specific problems.

Secondary research is based on data that have already been collected for other purposes but may be related to the topic at hand. Secondary research should be a prerequisite to the collection of primary data, which would be appropriate when the secondary data sources have been exhausted or yield minimal returns.

Exploratory vs. Descriptive vs. Causal

Exploratory research designs are used to provide insights into problems we don’t fully understand or have not been discovered yet. This is often the type of research we start with when we use market research to identify problems.

We conduct descriptive market research when we try to describe characteristics of target markets or segments of interest, frequency of certain behaviors, attitudes, and perceptions, market trends, etc.

Causal market research, on the other hand, tries to find evidence of cause-and-effect relationships to understand which variables are the cause of behaviors, attitudes, perceptions , or other phenomena of interest.

Qualitative vs. Quantitative

This categorization helps us separate data collection and analysis methods based on their:

• Objectives.
• Sample design.
• Type of data and analysis they allow.
• Type of decisions they support.

Generally, qualitative research helps us explore and get a deeper understanding of a problem, while we use quantitative research to quantify and validate findings and test hypotheses. The latter may come from qualitative research, secondary research, or just assumptions made by the business.

Note that different combinations of the four criteria mentioned may render a research design qualitative or quantitative. For example, surveys with small samples may provide only directional results more appropriate for qualitative analysis.

Primary Market Research Data Collection Methods

As describe above, once we decide to design research to answer a specific business and research problem, we are on our way to conduct primary research.

We use a myriad of data collection methods in primary market research depending on the research objectives and research design selected.

Ideally, we should combine qualitative and quantitative methods since they provide different types of data and insights.

Qualitative Research

Qualitative Research is one type of exploratory market research methodology based on semi-structured or unstructured data collection. Data collection methods used in primary qualitative research can be classified as direct or indirect .

Direct methods are those in which we disclose the research objective to participants. These data collection methods include:

• In-depth Interviews (IDIs) – Online , In-person, Phone
• Focus Groups , Online, In-person
• Online bulletin boards
• Diary Studies
• Usability Testing , Online, In-person
• Usability Expert Reviews
• Contextual inquiry
• Shop-alongs
• Ethnographic observation

Indirect methods are those for which the true purpose of the research is not disclosed to participants. These are based on projective techniques, which are unstructured questioning techniques to encourage respondents to reveal underlying motivations, beliefs, attitudes, and feelings regarding particular issues.

These techniques are usually embedded into direct data collection methods and are classified into four major groups:

• Association
• Construction

Quantitative Research

Primary quantitative data collection methods include surveys and observational methods .

Surveys involve the administration of a questionnaire through different modes (online, phone, mail, in-person) to groups of interest. As a best practice, we try to always use qualitative research to design good surveys .

We use the survey format, particularly in the online mode, to implement many different question types that sometimes are considered “research methods” by those new to research, especially in the UX field. Surveys used in online unmoderated, remote usability tests are an example.

These are just surveys with very special question formats for very specific purposes.

Observation, on the other hand, doesn’t include communicating with the people being observed and can be conducted through different structured and unstructured, direct and indirect methods and performed in natural or lab environments.

Quantitative observational methods include:

• Digital transaction/behavior tracking (e.g., sales tracking, web traffic tracking, A/B testing).
• Biometric measurement
• Audit and inventory analysis.
• Content analysis.
• Trace analysis from past behaviors.

Although these data collection methods are very different, they should not be seen as mutually exclusive. Each method has advantages and disadvantages and can be used productively in combination.

Market Research Career

To emphasize the value of market research in supporting business decisions and get away from being mainly associated with data collection, the market research industry went through a rebranding process a few years ago. The American Market Research Association is now called the Insights Association , and many market researchers have changed their titles to “Insights” professionals.

You will find insights professionals in research agencies, like ours, and in nonprofit and profit organizations. The latter group is often referred to as corporate researchers. They often in a group within the marketing department or as independent centralized function serving other departments or functional areas in a company. Nowadays, this group goes by names such as “Customer Insights,” “Insights & Analytics,” “Voice of the Customer,” “Consumer Insights,” and the like.

As of 2021, many digital-first companies don’t have a market research/consumer insight group. These companies tend to be organized around digital products (app, software, online service) and prioritize UX research if any research is conducted at all.

Unfortunately, many don’t understand that UX research is a specific application of market research used to solve a particular set of problems.

Market researchers in agencies or inside organizations are involved with all or some steps of the research process depending on whether they do the work themselves or partner with other research vendors in the market research ecosystem.

Market Research Ecosystem

There are many specialists in the market research echo system offering services in line with different steps of the research process or servicing specific industries.

Overall, the market research ecosystem includes providers in areas such as:

• Participant sample (online panels, phone list, mail lists, qualitative panels)
• Data collection tools for different modes (online survey tools, online qualitative tools, phone surveys, mail surveys, eye tracking, biometrics, usability testing tools)
• In-person interviewing services (for onsite, intercept interviews at public places, stores, etc.)
• Mystery shopping services
• Facilities for in-person research (focus groups, interviews, food testing, product testing)
• Data aggregators (syndicated data services, omnibus services)
• Qualitative moderation (focus group moderators, in-depth interview moderators)
• Analytic software tools (Tools for statistical analyses, crosstabulations, advanced procedures, text analytics )
• Panel and community technology platforms (to create proprietary panels and branded research communities)
• Recruitment services (for qualitative research and hard to reach audiences)
• Open-ended question coding services
• Transcription services
• Data and reporting visualization tools
• Software development for specific applications and methodologies

I hope this summary gives you an idea of what the market research/insights profession is about and how this discipline can be used to find information needed to support business decisions.

Many who are not familiar with the field confuse market research with specific data collection methods (e.g., surveys, focus groups) and tools that facilitate data collection (e.g., online survey tools), but market research is more than its tools.

As researchers, we need to have expertise in research methodology to avoid providing biased insights. This knowledge of methodology is applied in the context of business problems related to product development, customer experience, branding, and financial outcomes. Our goal is to guide decisions that have a business impact.

To read more about how to use market research, check the article 10 Key Pieces of Advice On How to Do And Use Market Research .

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Published October 17 th 2023

10 Essential Methods for Effective Consumer and Market Research

When it comes to understanding the world around you, market research is an essential step.

We live in a world that’s overflowing with information. Sifting through all the noise to extract the most relevant insights on a certain market or audience can be tough.

That’s where market research comes in – it’s a way for brands and researchers to collect information from target markets and audiences.

Once reliant on traditional methods like focus groups or surveys, market research is now at a crossroads. Newer tools for extracting insights, like social listening tools, have joined the array of market research techniques available.

Here, we break down what market research is and the different methods you can choose from to make the most of it.

What is market research, and why is it critical for you as a marketer?

Market research involves collecting and analyzing data about a specific industry, market, or audience to inform strategic decision-making. It offers marketers valuable insights into the industry, market trends, consumer preferences, competition, and opportunities, enabling businesses to refine their strategies effectively.

By conducting market research, organizations can identify unmet needs, assess product demands, enhance value propositions, and create marketing campaigns that resonate with their target audience. 

This practice serves as a compass, guiding businesses in making data-driven decisions for successful product launches, improved customer relationships, and a stronger positioning in the business landscape. 

For marketers and insights professionals, market research is an indispensable tool. It helps them make smarter decisions and achieve growth and success in the market.

These 10 market research methods form the backbone of effective market research strategies. 

Continue reading or jump directly to each method by tapping the link below.

• Focus groups
• Consumer research with social media listening
• Experiments and field trials
• Observation
• Competitive analysis
• Public domain data
• Buy research
• Analyze sales data

Use of primary vs secondary market research

Market research can be split into two distinct sections: primary and secondary. These are the two main types of market research.

They can also be known as field and desk, respectively (although this terminology feels out of date, as plenty of primary research can be carried out from your desk).

Primary (field) research

Primary market research is research you carry out yourself. Examples of primary market research methods include running your own focus groups or conducting surveys. These are some of the key methods of consumer research. The ‘field’ part refers to going out into the field to get data.

Secondary (desk) research

Secondary market research is research carried out by other people that you want to use. Examples of secondary market research methods include studies carried out by researchers or financial data released by companies.

10 effective methods to do market research

The methods in this list cover both areas. Which ones you want to use will depend on your goals. Have a browse through and see what fits.

1. Focus groups

It’s a simple concept but one that can be hard to put into practice.

You bring together a group of individuals into a room, record their discussions, and ask them questions about various topics you are researching. For some, it’ll be new product ideas. For others, it might be views on a political candidate.

From these discussions, the organizer will try to pull out some insights or use them to judge the wider society’s view on something. The participants will generally be chosen based on certain criteria, such as demographics, interests, or occupations.

A focus group’s strength is in the natural conversation and discussion that can take place between participants (if they’re done right).

Compared to a questionnaire or survey with a rigid set of questions, a focus group can go off on tangents the organizer could not have predicted (and therefore not planned questions for). This can be good in that unexpected topics can arise; or bad if the aims of the research are to answer a very particular set of questions.

The nature of the discussion is important to recognize as a potential factor that skews the resulting data. Focus groups can encourage participants to talk about things they might not have otherwise, and others might impact the group. This can also affect unstructured one-on-one interviews.

In survey research, survey questions are given to respondents (in person, over the phone, by email, or via an online form). Questions can be close-ended or open-ended. As far as close-ended questions go, there are many different types:

• Dichotomous (two choices, such as ‘yes’ or ‘no’)
• Multiple choice
• Rating scale
• Likert scale (common version is five options between ‘strongly agree’ and ‘strongly disagree’)
• Matrix (options presented on a grid)
• Demographic (asking for information such as gender, age, or occupation)

Surveys are massively versatile because of the range of question formats. Knowing how to mix and match them to get what you need takes consideration and thought. Different questions need the right setup.

It’s also about how you ask. Good questions lead to good analysis. Writing clear, concise questions that abstain from vague expressions and don’t lead respondents down a certain path can help your results reflect the true colors of respondents.

There are a ton of different ways to conduct surveys as well, from creating your own from scratch or using tools that do lots of the heavy lifting for you.

3. Consumer research with social media listening

Social media has reached a point where it is seamlessly integrated into our lives. And because it is a digital extension of ourselves, people freely express their opinions, thoughts, and hot takes on social media.

Because people share so much content on social media and the sharing is so instant, social media is a treasure trove for market research. There is plenty of data to monitor , tap into, and dissect.

By using a social listening tool, like Consumer Research , researchers can identify topics of interest and then analyze relevant social posts. For example, they can track brand mentions and what consumers are saying about the products owned by that brand. These are real-world consumer research examples.

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Social media listening democratizes insights, and is especially useful for market research because of the vast amount of unfiltered information available. Because it’s unprompted, you can be fairly sure that what’s shared is an accurate account of what the person really cares about and thinks (as opposed to them being given a subject to dwell on in the presence of a researcher).

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Your complete social listening guide.

Learn how to get started with social listening

4. Interviews

In interviews, the interviewer speaks directly with the respondent. This type of market research method is more personal, allowing for communication and clarification, making it good for open-ended questions. Furthermore, interviews enable the interviewer to go beyond surface-level responses and investigate deeper.

However, the drawback is that interviews can be time-intensive and costly. Those who opt for this method will need to figure out how to allocate their resources effectively. You also need to be careful with leading or poor questions that lead to useless results. Here’s a good introduction to leading questions .

5. Experiments and field trials

Field experiments are conducted in the participants’ environment. They rely on the independent variable and the dependent variable – the researcher controls the independent variable in order to test its impact on the dependent variable. The key here is to establish whether there’s causality.

For example, take Hofling’s experiment that tested obedience, conducted in a hospital setting. The point was to test if nurses followed authority figures (doctors) and if the authority figures’ rules violated standards (The dependent variable being the nurses, the independent variable being a fake doctor calling up and ordering the nurses to administer treatment.)

According to Simply Psychology , there are key strengths and limitations to this method.

The assessment reads:

• Strength: Behavior in a field experiment is more likely to reflect real life because of its natural setting, i.e., higher ecological validity than a lab experiment.
• Strength: There is less likelihood of demand characteristics affecting the results, as participants may not know they are being studied. This occurs when the study is covert.
• Limitation: There is less control over extraneous variables that might bias the results. This makes it difficult for another researcher to replicate the study in exactly the same way.

There are also massive ethical implications for these kinds of experiments and experiments in general (especially if people are unaware of their involvement). Don’t take this lightly, and be sure to read up on all the guidelines that apply to the region where you’re based.

6. Observation

Observational market research is a qualitative research method where the researcher observes their subjects in a natural or controlled environment. This method is much like being a fly on the wall, but the fly takes notes and analyzes them later. In observational market research, subjects are likely to behave naturally, which reveals their true selves. 

They are not under much pressure. However, if they’re aware of the observation, they can act differently.

This type of research applies well to retail, where the researcher can observe shoppers’ behavior by day of the week, by season, when discounts are offered, and more. However, observational research can be time-consuming, and researchers have no control over the environments they research.

7. Competitive analysis

Competitive analysis is a highly strategic and specific form of market research in which the researchers analyze their company’s competitors. It is critical to see how your brand stacks up to rivals. 

Competitive analysis starts by defining the product, service, brand, and market segment. There are different topics to compare your firm with your competitors. It could be from a marketing perspective: content produced, SEO structure, PR coverage, and social media presence and engagement. It can also be from a product perspective: types of offerings, pricing structure. SWOT analysis is key in assessing strengths, weaknesses, opportunities, and threats.

We’ve written a whole blog post on this tactic, which you can read here .

8. Public domain data

The internet is a wondrous place. Public data exists for those strapped for resources or simply seeking to support their research with more data.  With more and more data produced every year, the question about access and curation becomes increasingly prominent – that’s why researchers and librarians are keen on open data.

Plenty of different types of open data are useful for market research: government databases, polling data, “fact tanks” like Pew Research Center, and more. 

Furthermore, APIs grant developers programmatic access to applications. A lot of this data is free, which is a real bonus.

9. Buy research

Money can’t buy everything, but it can buy research. Subscriptions exist for those who want to buy relevant industry and research reports. Sites like Euromonitor, Statista, Mintel, and BCC Research host a litany of reports for purchase, oftentimes with the option of a single-user license or a subscription.

This can be a massive time saver, and you’ll have a better idea of what you’re getting from the very beginning. You’ll also get all your data in a format that makes sense, saving you effort in cleaning and organizing.

10. Analyze sales data

Sales data is like a puzzle piece that can help reveal the full picture of market research insights. Essentially, it indicates the results. Paired with other market research data, sales data helps researchers better understand actions and consequences. Understanding your customers, their buying habits, and how they change over time is important.

This research will be limited to customers, and it’s important to keep that in mind. Nevertheless, the value of this data should not be underestimated. If you’re not already tracking customer data, there’s no time like the present.

Choosing the right market research method for your strategy

Not all methods will be right for your situation or your business. Once you’ve looked through the list and seen some that take your fancy, spend more time researching each option.You’ll want to consider what you want to achieve, what data you’ll need, the pros and cons of each method, the costs of conducting the research, and the cost of analyzing the results.

Get it right, and it’ll be worth all the effort.

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What is marketing research? Definition and examples

Marketing Research involves systematically collecting data about consumers, rivals, and other entities. That data is analyzed to gain a better understanding of consumers’ needs and other features of the market. Marketing people then summarize the data and conclusions in a report. The report helps senior managers and business owners make informed decisions regarding future plans and strategies.

Effective marketing research also aids in identifying potential new markets or customer segments, allowing companies to expand their reach and diversify their customer base.

Moreover, marketing research continuously evolves to adapt to emerging trends and technologies, ensuring that businesses stay competitive in rapidly changing markets.

“Marketing research is the systematic gathering, recording, and analysis of qualitative and quantitative data about issues relating to marketing products and services. The goal is to identify and assess how changing elements of the marketing mix impacts customer behavior.”

Three main types of marketing research

Marketing research generally consists of three main types of research: 1. Market research . 2. Product researc h. 3. Consumer research .

Market research

You should not make important decisions regarding your products without carrying out market research first.

Market research is a study of the market, specifically who purchase a product, why they buy it, how competitors behave, and how something is sold.

It is an organized effort to gather and analyze data about target markets. The following quote comes from our article that defines market research:

“We often use the term with the same meaning as marketing research. However, marketing research concentrates on the marketing processes, while market research is about the market in general.”

Product research

Product research involves identifying a need or want and the characteristics of the product or service that will satisfy it. In other words, if consumers have a desire or want, what features or benefits of your product satisfies them and to what extent.

This type of research helps companies determine what consumers really want or need. They can then tailor their goods or services to match those consumer wants and needs.

According to mnbaskool.com:

“Product research is the marketing research that provides information on the desired characteristics of a product or service . Product research helps companies to understand what the customers really want, so that the product can be tailored to match the needs of the customer. This research can help to refine new product ideas.”

Consumer research

Consumer research is all about identifying consumer preferences, motivations, and purchasing behaviors. Specifically, the consumers that the company is focusing on; in other words, the target consumer.

Many marketing experts say that consumer research is part of market research. Marketers gather information through published sources, direct observation, face-to-face interviews, and mail surveys. Telephone interviews are also popular.

Who performs this type of research?

Some companies perform the research themselves while others hire third-party experts or consultants.

Hiring a consulting firm has both advantages and disadvantages. The main advantage is that consultants are marketing research experts. They probably have more experience and training than employees within the company.

The main disadvantage is that they may not understand some the products or services as well as company employees do. The same may also apply to customers and potential customers.

Compound phrases with ‘marketing research’

A compound phrase consists of two or more words. In business and marketing English, there are many compound phrases with the term ‘marketing research’ in them. Let’s have a look at the give most common ones:

Marketing Research Techniques

Refers to the specific methods and tools used in conducting marketing research. As in:

“The company employed various marketing research techniques, such as surveys and focus groups, to understand consumer preferences.”

Marketing Research Analysis

The process of examining and interpreting data collected through marketing research. For example:

“After conducting surveys, the marketing research analysis revealed a growing demand for eco-friendly products among consumers.”

Marketing Research Ethics

Principles and standards guiding the conduct of marketing research to ensure honesty, fairness, and responsibility. For instance:

“Adhering to marketing research ethics, the firm ensured all participant data was kept confidential and used solely for research purposes.”

Global Marketing Research

Research conducted to understand marketing dynamics, consumer behavior, and trends in international markets. As in:

“In their global marketing research, the company discovered significant cultural differences in consumer behavior across different regions, impacting their product strategy.”

Digital Marketing Research

Involves collecting and analyzing data related to digital marketing efforts, such as online consumer behavior, social media trends, and digital advertising effectiveness. For example:

“The digital marketing research showed that the company’s target audience predominantly engaged with their brand through social media platforms, leading to an increased focus on social media advertising.”

Vide – What is Marketing Research?

This video presentation, from our YouTube partner channel – Marketing Business Network , explains what a ‘Marketing Research’ is using simple and easy-to-understand language and examples.

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Why Is Market Research Important for Customer Experience?

Our experts weigh in on how market research supports customer experience — and why faster marketplace insights give brands a competitive edge.

For some brands, market research can be a nice-to-have. But for brands looking to deliver the kinds of great customer experiences that contribute to overall satisfaction, loyalty, and long-term retention, it’s a must-have . At its core, this type of analysis helps brands better understand their customers — and customers-to-be.

How can market research support your customer experience program?

Market research reveals the cultural forces that are shaping a given industry, trends that are unfolding within the competitive landscape, and what’s happening across the customer journey and the non-customer journey alike — serving up a clearer picture of the marketplace as a whole. 

“Market research helps you better understand what your customers and your non-customers — or potential customers — are doing when they are not interacting with your brand, so leaders have insight into the biggest opportunities for improvement and growth,” explains Margaryta Rashev , VP of Product, Market Research at Medallia. 

As a strategic guide, market research makes it possible for brands to incorporate the voice of the customer (and potential customers) in everything they do — and validate whether the products, services, and campaigns they’re developing are having their desired impact. 

Savvy brands can use these insights to achieve the top two priorities for any organization: to drive growth and retention.

How is market research changing, and why is it becoming more important for CX teams?

Market research is becoming more agile , as businesses are feeling the pressure to conduct in-depth analyses faster than ever to move in lockstep with changing consumer behavior and evolving competitor dynamics. 

“One of the big things we’re seeing is the need for quicker time to insight,” says Cassie Wilcox , VP of Global Research and Insights at Medallia. “Brands don’t have weeks and weeks to sit around and wait for that report to come out. They need to get a question into the field and have answers within 72 hours.”

What brands can learn from market research vs. customer experience insights

While comprehensive CX programs are great at measuring experiences across channels, touchpoints, and interactions in the moment, brands also need a way to check in with customers over time to make sure that they’re staying on top of their changing needs.

Organizations can use market research to answer questions like:

• What don’t we know about our customers’ needs, interests, or preferences?
• What don’t we know about what’s happening in the broader industry and competitive landscape?
• What are the key expectations of our customers that we are not fulfilling today? 

Based on these insights, companies can adjust their ongoing CX programs to adapt to any market changes. 

“As consumers evolve, which they do all the time, brands are constantly being thrown new curveballs,” explains Wilcox. “Consumers are going to act, and interact, with brands differently. Being able to have the research capabilities to understand them better helps set up customer experience programs for longer-term success.”

Market research can help answer broad questions related to brand perceptions, awareness, and overall health, which can be used together with customer experience metrics — like Net Promoter Score® (NPS®), overall satisfaction (OSAT), and likelihood to return (LTR) — to have a more holistic understanding of business performance and levers that can be pulled to drive revenue.

Market research can also help answer highly specific questions, such as exploring a given consumer demographic, like:

• Who is Gen Z, and what’s driving their behavior?

Market research offers a window into the factors that influence purchasing (and non-purchasing) decisions, such as household income, demographics, and social factors.

For example, if a brand’s NPS® score has been trending downwards in a given market, CX insights can tell the team that this is happening and uncover some of the reasons why — but market research can help provide a fuller view of the factors influencing this change, and shed light on the actionable next steps that can be taken to turn things around. 

In other words, CX insights tell us what happens when our customers are directly transacting and interacting with our brand. Market research tells us what our customers (and non-customers) are doing when they are not transacting with us.

“Market research is the other side of the coin of CX insights,” says Rashev. “When you’re trying to understand the totality of the experience, market research is critical.”

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The A-Z of Market Research - Your Ultimate Glossary

This A-Z glossary is a  reference tool for professionals in the market research industry. It encompasses an array of commonly used terms and concepts that are integral to effective market research practices. Covering everything from fundamental methodologies to specialized techniques, this glossary provides definitions that clarify the jargon often found in the field. Whether you are an experienced researcher, new to the industry, or a client aiming to enhance your understanding of research reports, this resource helps you to quickly access key market research terminology. Dive in and leverage this knowledge to elevate your expertise and drive impactful insights.

A/B Testing

A method of comparing two versions of a webpage or app against each other to determine which one performs better. It involves randomly showing the two variants (A and B) to users and analyzing which one drives more conversions. Read more about AB testing on HBR .

Access panels

A database of individuals who have agreed to be available for surveys of varying types and topics. They are used to save time and money in recruiting respondents for market research.

Accompanied shopping

A specialized type of individual depth interview where respondents are interviewed while they shop in a retail store. It combines observation with detailed questioning.

Alternative hypothesis

The hypothesis in statistical testing where some difference or effect is expected. It's the opposite of the null hypothesis.

Ambiguous question

An ambiguous question in market research is a poorly constructed query that lacks clarity and precision, allowing for multiple interpretations by respondents. These questions can lead to confusion and inconsistent answers, as different individuals may understand and respond to the question in varying ways. This ambiguity often stems from vague language, lack of context, or the inclusion of multiple concepts within a single question. As a result, ambiguous questions can compromise the reliability and validity of research data, potentially leading to misguided conclusions and decisions. Researchers must strive to craft clear, specific questions to ensure accurate and meaningful responses that truly reflect the opinions and experiences of their target audience.

A type of stimulus material where key frames for a television advertisement are drawn or computer generated with an accompanying soundtrack. They are used to test advertisement concepts before full production.

Annotation method

An approach to analyze qualitative data using codes or comments on transcripts to categorize points made by respondents.

ANOVA (Analysis of Variance)

A statistical test for the differences among the means of two or more variables. It's commonly used to compare multiple groups in experimental designs. Read more about ANOVA at Oxford University .

Area sampling

A type of cluster sampling where clusters are created based on the geographic location of the population of interest.

Artificial Intelligence (AI)

The use of computer algorithms and systems to simulate human intelligence and perform tasks such as data analysis or decision making. In market research, AI is increasingly used for data processing and analysis. Find out more about what AI is here .

Audience's thinking sequence

The sequence of thoughts that people go through when they are being communicated with. Understanding this helps in crafting effective marketing messages.

An examination and verification of the movement and sale of a product. There are three main types: wholesale audits, retail audits, and home audits.

A chart that uses a series of bars positioned horizontally or vertically to represent the values of various items. It's a common way to visually represent data in market research reports.

In market research, particularly when dealing with cross tabulations, the base refers to the total number of respondents or observations that form the foundation for calculating percentages or other statistical measures. It represents the entire sample or a specific subset of the sample for which data is being analyzed. The base is crucial for understanding the context and significance of reported percentages, as it indicates the size of the group from which conclusions are drawn. For instance, if a survey reports that 60% of respondents prefer a certain product, the base tells us how many people that percentage represents, allowing for more accurate interpretation of the data's reliability and representativeness.

Bayes' theorem

A mathematical formula that provides a way to update the probability of an event based on new information. In market research, it's used to estimate the likelihood of a target audience having certain characteristics.

Read more about Bayes rule in perception, action and cognition with Cambridge University's Machine Learning Group

Behavioural science

An interdisciplinary field applying theories and techniques mainly from psychology to uncover what consumers value and provide solutions to pricing, choice architecture, perceptions, and behaviors.

A term describing the significant volume and variety of data available to organizations and the increased frequency in which they are generated. It's increasingly important in market research for uncovering insights.

The use of physiological or behavioral characteristics to identify and verify a person's identity. In market research, it's used to authenticate survey respondents and measure physical responses to stimuli.

An abbreviated title for the term web log, meaning a frequent, chronological publication of personal thoughts and ideas. In market research, blogs can be a source of consumer insights.

Brand Equity Modelling

The creation of a Brand Equity measure and any Key Driver analysis to determine what drives Brand Equity. It helps in understanding and quantifying a brand's strength.

Let’s explore how well a brand's product qualities match what consumers truly desire. Understanding this alignment is key to optimizing your brand's positioning. Here are a few points to consider:

• What does your audience value? Discover the qualities that resonate with them.
• How do you measure this alignment? Use insights to refine your approach.
• Empower your brand strategy! When you align with customer desires, you create a stronger connection.

By focusing on these aspects, you’ll not only enhance your brand's appeal but also engage your audience in a meaningful way. 

Brand mapping

A projective technique involving presenting competing brand names to respondents and getting them to group them into categories based on certain dimensions. It helps understand brand perceptions and positioning.

Brand personalities

A projective technique where respondents imagine a brand as a person and describe their looks, clothes, lifestyles, etc. It helps understand brand perceptions and associations.

Brand Price Trade Off

A technique for establishing brand and price preferences by presenting respondents with branded products at various price points. It helps in understanding price sensitivity and brand loyalty.

Canonical Correlations

A statistical technique used to identify how much one set of independent variables drives another set of dependent variables. It's particularly useful when there are multiple dependent variables or categorical variables.

CAPI (Computer Assisted Personal Interviewing)

A method where laptop computers, tablets, or mobile devices are used instead of paper-based questionnaires for face-to-face interviewing. It allows for more complex questionnaires and immediate data entry.

Discover a powerful market research method designed specifically for the automotive industry! This approach helps gather valuable insights about consumer preferences and pinpoint potential issues with a vehicle before it hits the production line. Here’s how it works:.

• Participants engage with a pre-production or prototype vehicle.
• They share their thoughts and feedback, enabling manufacturers to make informed decisions.

This collaborative process empowers users and ensures that their voices shape the final product. 

Cartoon completion

A projective technique which involves a cartoon that the respondent has to complete. It's used to uncover underlying attitudes or perceptions.

CATI (Computer Assisted Telephone Interviewing)

A telephone interviewing method where interviewers input respondents' answers directly into a computer-based questionnaire. It allows for complex routing and immediate data entry.

CATS (Completely Automated Telephone Surveys)

Telephone interviews that use interactive voice technology and require no human interviewer. Respondents answer closed-ended questions using their touch-tone telephone.

Causal research

Research that examines whether one variable causes or determines the value of another variable. It's used to understand cause-and-effect relationships in marketing phenomena.

CAWI (Computer Assisted Web Interviewing)

Also known as online interviewing, CAWI involves respondents filling in a self-completion questionnaire delivered via the internet. It allows for complex routing and multimedia stimuli.

Research which involves collecting data from every member of the population of interest. It's typically used when the population is small or when complete data is required.

CHAID (CHi Squared Automatic Interaction Detection)

A type of decision tree technique based on significance testing. It's used to create rules to classify future respondents into identified groups or detect interrelationships between different questions.

Web-based platforms that can be used for online focus groups where individuals are recruited to discuss a subject online, usually using text. They allow for real-time qualitative research with geographically dispersed participants.

Chatbot survey

A traditional survey presented to the respondent in the form of an online conversation. Instead of answering static questions, respondents engage in a conversational exchange or chat.

A statistical test which tests the 'goodness of fit' between the observed distribution and the expected distribution of a variable. It's commonly used to analyze the relationship between categorical variables.

Choice Based Conjoint

A specific type of conjoint analysis where respondents are asked to make choices between different sets of products/services to derive the overall appeal of each component part. It's used to understand consumer preferences and trade-offs.

Closed question

A closed question in market research is a type of survey question that limits respondents to choosing from a predetermined set of answer options. Unlike open-ended questions, closed questions do not allow for free-form responses. They typically come in two main forms: dichotomous questions, which offer only two possible answers (e.g. yes/no, true/false), and multiple-choice questions, which provide several options to choose from. Closed questions are valued for their ability to generate easily quantifiable data, simplify the analysis process, and reduce the time and effort required from respondents. However, they may also limit the depth of insights by constraining respondents to predefined choices, potentially missing nuanced or unexpected responses that could be captured by open-ended questions.

Cluster analysis

A statistical technique used to group similar objects or individuals. In market research, it's often used for market segmentation, grouping consumers with similar characteristics or behaviors.

Cluster sampling

A probability sampling approach in which clusters of population units are selected at random and then all or some of the units in the chosen clusters are studied. It's often used when it's impractical or expensive to sample from a widely dispersed population.

The procedures involved in translating responses into a form that is ready for analysis. It typically involves assigning numerical codes to responses, especially for open-ended questions.

Coefficient alpha

See Cronbach alpha.

Coefficient of determination

A measure of the strength of linear relationship between a dependent variable and independent variables. It indicates how much of the variance in the dependent variable is predictable from the independent variable(s).

Concept boards

Introducing a dynamic tool for gathering valuable insights: stimulus materials! These boards showcase various product, advertising, and packaging designs, helping you collect feedback on exciting new products or campaigns. Here’s what you need to know:

• What are they? A set of boards that illustrate different designs.
• Why use them? To engage your audience and gather their thoughts on potential innovations.
• How they help: Empower you to make informed decisions based on real feedback.

We’re here to foster collaboration and curiosity—let’s explore new ideas together! What designs resonate with you? We’d love to hear your thoughts!

Confidence level

The probability that the true population value will be within a particular range (result +/– sampling error). It's typically set at 95% in market research studies.

Conjoint analysis

A statistical technique to understand what combination of a limited number of attributes is most influential in the consumer's decision-making process. It's often used in product development and pricing research.

Constant sum scales

A scaling approach which requires the respondent to divide a given number of points, usually 100, among a number of attributes based on their importance to the individual. It forces respondents to make trade-offs between attributes.

Construct validity

An analysis of the underlying theories and past research that supports the inclusion of various items in a scale. It's most commonly considered in two forms: convergent validity and discriminant validity.

Content analysis

The analysis of any form of communication, whether it's advertisements, newspaper articles, television programmes, or taped conversations. It's frequently used for the analysis of qualitative research data.

Content analysis software

Software used for qualitative research which counts the number of times that pre-specified words or phrases appear in text. It's used to analyze large volumes of textual data efficiently.

Content validity

A subjective yet systematic assessment of how well a rating scale measures a topic of interest. For example, a group of subject experts may be asked to comment on the extent to which all of the key dimensions of a topic have been included.

Continuous research

See Longitudinal research.

Contrived observation

A research approach which involves observing participants in a controlled setting. It allows researchers to manipulate variables and observe their effects on behavior.

Convenience sampling

Convenience sampling is a non-probability sampling method in market research where participants are selected based on their accessibility and willingness to participate, rather than through random selection. This approach involves choosing readily available individuals or groups that are easy for the researcher to reach, such as passersby in a shopping mall, students on a university campus, or online volunteers. While convenience sampling offers advantages in terms of speed, cost-effectiveness, and ease of implementation, it comes with significant limitations. The primary drawback is the potential for bias and lack of representativeness, as the sample may not accurately reflect the characteristics of the broader target population. This can lead to skewed results and limit the generalizability of the research findings, making it less suitable for studies requiring high levels of accuracy or those aiming to make broad inferences about a population.

Convergent validity

A measure of the extent to which the results from a rating scale correlate with those from other scales or measures of the same topic/construct. It's used to assess the validity of measurement scales.

Text files placed on a user's computer by web retailers in order to identify the user when they next visit the website. In market research, they can be used to track online behavior.

Correlation

Let’s dive into a statistical approach that helps us explore the relationship between two variables! Here’s what you need to know:

• Understanding relationships : This method uses an index to clearly describe both the strength and direction of the relationship between variables.
• Empower your insights : By examining these connections, you can gain valuable insights into how different factors interact.

Isn’t it exciting to uncover these relationships? Feel free to share your thoughts or questions!

Cost per complete (CPC)

A common term in quantitative research for the price paid per completed survey. This calculation usually includes the cost of the sample, fielding costs, and the cost of using the survey software.

Critical path method (CPM)

A managerial tool used for scheduling a research project. It's a network approach that involves dividing the research project into its various components and estimating the time required to complete each component activity.

Cronbach Alpha

Cronbach's Alpha , also known as coefficient alpha, is a widely used statistical measure in market research to assess the internal consistency reliability of a multi-item scale. It quantifies how closely related a set of items are as a group, typically in questionnaires or surveys where multiple questions aim to measure the same underlying construct. The coefficient ranges from 0 to 1, with higher values indicating greater internal consistency. Generally, an alpha of 0.7 or higher is considered acceptable in most research scenarios, though this can vary depending on the field and purpose of the study. Cronbach's Alpha is particularly valuable in developing and validating measurement scales for concepts like customer satisfaction, brand loyalty, or employee engagement. It helps researchers ensure that the items in their scale are measuring the same concept consistently, thus improving the overall reliability and validity of their research instruments.

Cross tabulation (crosstab)

A technique used to analyze and compare the relationship between two or more variables. It involves creating a table that shows the distribution of one variable across the different categories of another variable.

Cross sectional research

Research studies that are undertaken once, involving data collection at a single point in time, providing a 'snapshot' of the specific situation. It's the opposite of longitudinal research.

Customer database

A manual or computerized source of data relevant to marketing decision making about an organization's customers. It's a valuable resource for customer relationship management and targeted marketing efforts.

Customer Lifetime Value (CLV)

A prediction of the net profit attributed to the entire future relationship with a customer. It's used to determine how much to invest in acquiring or retaining a customer.

CX (Customer Experience)

Refers to how customers feel or perceive all aspects (touchpoints) when they buy goods or services or interact with a business. It's crucial for understanding and improving customer satisfaction and loyalty.

Data analysis errors

Non-sampling errors that occur when data is transferred from questionnaires to computers by incorrect keying of information. They can be minimized through data cleaning and validation processes.

Data cleaning

To ensure data quality before analysis, it's essential to conduct computerized checks on your data. This friendly process helps you:

• Identify inconsistencies
• Detect any unexplained missing responses

Taking this crucial step empowers you to work with reliable information and make informed decisions. Let's embrace good data practices together! 

Data conversion

The reworking of secondary data into a format that allows estimates to be made to meet the researcher's needs. It's often necessary when using data from different sources or time periods.

Data fusion

The process of combining multiple data sources into a single, comprehensive representation of information. In market research, it's used to gain a more complete understanding of consumer behavior and market trends.

Refers to the type of data to be analyzed in a hierarchical survey. For example, in a healthcare study, analysis could be based at the doctor, patient, or therapy level.

Data mining

The process of discovering patterns and knowledge from large amounts of data using techniques such as statistical analysis and machine learning. It's used to extract useful insights and make data-driven decisions.

Data validation

The verification of the appropriateness of the explanations and interpretations drawn from qualitative data analysis. It's crucial for ensuring the credibility and trustworthiness of qualitative research findings.

Degrees of freedom (d.f.)

The number of observations (i.e., sample size) minus one. It's used in various statistical calculations and tests.

Depth interview

Descriptive statistics.

Statistics that help to summarize the characteristics of large sets of data using only a few numbers. The most commonly used are measures of central tendency and measures of dispersion.

Desk research

See Secondary research.

A continuous measurement tool used to gather feedback from participants when watching or listening to content media. Participants indicate their continuous level of agreement/like or disagreement/dislike with the content being presented.

Dichotomous questions

Dichotomous questions are survey or interview questions that offer only two possible response options, typically "Yes" or "No". While these questions are easy for respondents to answer, they yield limited information due to their binary nature.

Discrete Choice Modeling

A statistical technique used to predict a choice from a set of two or more alternatives. It's often used in market research to understand consumer preferences and decision-making processes.

Discriminant analysis

A statistical technique that uses responses to a set of questions to predict existing group membership. The output can then be used to classify future respondents into the same groups.

Discriminant validity

A measure of the extent to which the results from a rating scale do not correlate with other scales from which one would expect it to differ. It's used to assess the validity of measurement scales.

Discussion guide

Used to structure and direct focus groups or depth interviews with participants. It serves as a guide for the facilitator or interviewer, providing questions, topics, and prompts to cover during the discussion.

Disproportionate stratified random sampling

A form of stratified random sampling where the units or potential respondents from each population set are selected according to the relative variability of the units within each subset.

Do-It-Yourself (DIY) research

DIY research refers to market research methods that can be conducted independently, without professional assistance. This approach is generally more cost effective and faster than traditional market research techniques.

Double opt-in (DOI)

Refers to a person who has agreed to join a research panel and has confirmed their agreement through a two-step verification process. It helps ensure explicit consent and accurate contact information.

Double-barrelled question

A badly constructed question where two topics are raised within one question. It should be avoided as it can lead to confusion and inaccurate responses.

Doughnut chart

A form of pie chart which allows different sets of data (e.g., for different years) to be shown in the same chart. It's useful for comparing proportional data across categories.

Emotion recognition

The use of AI algorithms to detect and interpret human emotions, often through analysis of facial expressions, voice, or text. It's used in market research to understand emotional responses to products or advertisements.

Ethnography

A research method used for investigating cultural practices, rituals, consumer behavior, routines, and social norms. It helps unearth previously unseen opportunities by looking at people's worlds in an authentic way.

Eye tracking

A method of measuring and analyzing where and how people look at visual information. In market research, it's used to understand how people interact with visual stimuli like advertisements or product packaging.

Face to face survey

Research which involves meeting respondents in person and interviewing them using a paper-based questionnaire, a laptop computer, tablet, or mobile device. It allows for more complex questions and use of visual aids.

Facial tracking

A method of measuring and analyzing facial expressions and movements. In market research, it's used to understand emotional responses to advertising, products, and other stimuli.

Factor Analysis

A statistical technique to examine the similarities between items in order to identify a more concise summary of themes. It's often used for data reduction or to identify underlying constructs.

Focus group

A qualitative research method used to gather data through group discussions. Participants are brought together in a moderated setting to discuss a specific topic, product, or service.

Frequency distributions

See Holecounts.

Funnel sequence

A method for ordering questions in a questionnaire that starts with broad, general topics and gradually narrows down to more specific, detailed questions. This approach helps ease respondents into the survey, building rapport and context before addressing more complex or sensitive issues, potentially improving the quality and depth of responses.

The funnel sequence is a common and effective technique in questionnaire design, particularly useful for in-depth interviews and complex surveys.

Gabor Granger

A pricing technique used to understand price elasticity for set products. Respondents are asked how likely they are to purchase a product at different price points, allowing researchers to establish optimal pricing.

Galvanic Skin Response (GSR)

A method of measuring changes in the electrical conductance of the skin, which can indicate changes in emotional arousal. In market research, it's used to understand emotional reactions to stimuli.

Gamification

The process of adding game-like elements to a research activity to engage participants and collect data in a more interactive way. It can lead to better quality data by making surveys more engaging and fun.

GANTT chart

A managerial tool used for scheduling a research project. It's a form of flowchart that provides a schematic representation incorporating the activity, time, and personnel requirements for a given research project.

Geo-fencing in market research

The use of GPS or RFID technology to define a geographic boundary, then trigger a response when a mobile device enters or leaves the area. It's used in location-based market research and mobile surveys.

Geodemographic profiling

A profiling method which uses postal addresses to categorize different neighborhoods in relation to buying power and behavior. It's useful for targeted marketing and location-based strategies.

Grounded theory

Grounded Theory is a systematic methodological approach to qualitative research, particularly valuable in market research when exploring new or poorly understood phenomena. Unlike traditional research methods that begin with a hypothesis, Grounded Theory starts with data collection and analysis, allowing theories to emerge from the data itself. Researchers using this method gather information through various qualitative techniques such as interviews, focus groups, or observations, and then analyze this data through a process of coding and constant comparison. As patterns and concepts emerge, researchers develop theories that are "grounded" in the actual experiences and perspectives of the participants. This approach is especially useful in uncovering consumer motivations, decision-making processes, or market trends that may not be apparent through conventional research methods. While more time-consuming and complex than some other research techniques, Grounded Theory can provide deep, nuanced insights that lead to innovative marketing strategies or product development ideas.

Group depth interviews

See Focus group.

Group moderator

The interviewer responsible for the management and encouragement of participants in a group discussion. They play a crucial role in facilitating productive discussions and ensuring all participants contribute.

Research undertaken in a central hall or venue commonly used to test respondents' initial reactions to a product, package, or concept. It's also known as a Central Location Test (CLT).

A graphical representation of data where values are depicted by color. In market research, they're often used to show where people click on websites or focus their attention in visual stimuli.

Holecounts refer to the number of respondents who selected each possible answer for each question in a survey. This concept is also known as frequency distributions or topline numbers, providing a basic summary of how responses are distributed across answer options.

An assumption or proposition that a researcher puts forward about some characteristic of the population being investigated. It's tested through research to determine if it's supported or refuted.

IDI (InDepth Interview)

A qualitative research method using a relatively open, discovery-oriented approach to obtain detailed information about a topic from a participant. It allows for deep exploration of individual perspectives and experiences.

IHUT (In Home Usage Test)

A market research method that allows consumers to test products in their own homes. Participants are given a product to use and are asked to provide feedback on its features, benefits, and overall satisfaction.

Impact indices

Measure the impact any independent variable has on changing a dependent variable. Often used when the independent variables are binary, it can evaluate the impact of different product qualities on preference.

Implicit Association Test (IAT)

A psychological measurement technique used to uncover unconscious biases. It measures a respondent's automatic associations between mental representations of objects in memory and evaluations, attitudes, or stereotypes.

Implicit assumption

A badly constructed question where the researcher and the respondent are using different frames of reference as a result of assumptions that both parties make about the question being asked.

Independent samples

Samples in which the measurement of the variable of interest in one sample has no effect on the measurement of the variable in the other sample. It's important for certain statistical tests.

Internal data

Secondary data sourced from within the organization that is requiring the research to be conducted. It can include sales data, customer records, and previous research findings.

Interquartile range

A measure of dispersion that calculates the difference between the 75th and 25th percentile in a set of data. It's useful for understanding the spread of the middle 50% of the data.

Interval data

Similar to ordinal data with the added dimension that the intervals between the values on a scale are equal. However, the ratios between different values on the scale are not valid.

Interviewer bias

Bias and errors in research findings can significantly impact results, stemming from the actions of the interviewer. Factors such as the selection of interview subjects, the methodology employed during the interview process, and the precision in recording responses can all influence the integrity of the data. It's crucial to understand these elements to ensure reliable outcomes in research.

Interviewer Quality Control Scheme (IQCS)

A quality control scheme for interviewers in the UK. The scheme is aimed at improving selection, training, and supervision of interviewers.

Judgement sampling

A non-probability sampling procedure where a researcher consciously selects a sample that he or she considers to be most appropriate for the research study. It relies on the researcher's expertise but may introduce bias.

Key Driver Analysis

The analysis of the relationship between a dependent variable and one or more independent variables. Its purpose is to determine whether a relationship exists and the strength of the relationship, used to help prioritize what to focus on.

Kiosk-based survey

A survey often undertaken at an exhibition or trade show using touch screen computers to collect information from respondents. It can be cheaper to administer compared to traditional exit surveys with human interviewers.

Kruskal's relative importance analysis

A type of Key Driver Analysis used as an alternative to other techniques such as ordinary regression analysis. It's particularly useful when there is missing data or when variables are strongly related to each other.

Latent Class Analysis

A statistical method used to identify subgroups of related cases from multivariate categorical data. It's often used in market segmentation to identify groups with similar response patterns.

Leading question

A badly constructed question that tends to steer respondents toward a particular answer. Sometimes known as a loaded question, it should be avoided to prevent biased responses.

Least filled quota sampling

A variation of quota sampling where the research team attempts to fill the quotas in the most efficient way possible by selecting respondents from the sub-population that has the lowest representation in the sample.

Least squares approach

A regression procedure that is widely used for deriving the best-fit equation of a line for a given set of data involving a dependent and independent variable.

Lifetime value

The present value of the estimated future transactions and net income attributed to an individual customer relationship. It's crucial for customer relationship management and marketing strategy.

Likert scale

A rating scale which requires the respondent to state their level of agreement with a series of statements about a product, organization, or concept. It typically uses five points from "Strongly agree" to "Strongly disagree".

Linear regression

Used to find out the relative importance of different drivers in order to re-create a dependent variable. For example, the influence of brand imagery items on brand appeal.

Logistic regression

Used to find out the relative importance of different drivers in order to re-create a dependent variable when the dependent variable is binary. It's particularly useful in propensity modeling.

Longitudinal research

A study involving data collection at several periods in time, enabling trends over time to be examined. It may involve asking the same questions on multiple occasions to the same respondents or to respondents with similar characteristics.

Machine learning

A subset of AI that involves training computer models to learn from data and make predictions or decisions. In market research, it's increasingly used to automate much of the classification and analysis of both structured and unstructured data.

Mall intercept interviews

A type of market research technique where participants are approached in a shopping mall or other public area and asked to participate in a survey or interview. It allows for the collection of data from a diverse sample in a specific geographic location.

Market Basket Analysis

A data mining technique used to understand purchasing behavior by finding associations between different items that customers place in their "shopping baskets". It's often used in retail to inform product placement and promotions.

Market Research Online Communities (MROCs)

Groups of individuals recruited and engaged by a market research company to participate in ongoing research studies, surveys, and discussions about a specific topic or product. They provide ongoing insights and feedback.

Marketing research

The collection, analysis, and communication of information undertaken to assist decision making in marketing. It encompasses a wide range of methods and techniques to understand markets, consumers, and marketing effectiveness.

MaxDiff (Maximum Difference Scaling)

A technique used to understand relative importance or appeal amongst a list of features/statements. Respondents choose the most and least appealing/important items from sets, resulting in a ranking of all items.

MBC (Menu-Based Conjoint)

A specific type of conjoint analysis able to handle a variety of menu choice situations in which respondents make from one to multiple choices in the process of building their preferred selection.

The arithmetic average calculated by summing all of the values in a set of data and dividing by the number of cases. It's one of the most common measures of central tendency.

Measures of central tendency

Measures that indicate a typical value for a set of data by computing the mean, mode, or median. They provide a single value that attempts to describe a set of data.

Measures of dispersion

Measures that indicate how 'spread out' a set of data is. The most common are the range, the interquartile range, and the standard deviation.

The median is a measure of central tendency in statistics that represents the middle value in a sorted dataset. When all values are arranged in ascending or descending order, the median is the value that divides the dataset into two equal halves. It's one of the three primary measures of central tendency, alongside the mean and mode.

The method for calculating the median depends on whether the number of values in the dataset is odd or even.

Odd numbers Formula: Median position = (n + 1) / 2, where n is the number of values.

Even numbers Formula: Median = (Value at position n/2 + Value at position (n/2) + 1) / 2

Method Bias

When we say method we broadly refer to aspects of a test or task that can be a source of systematic measurement error. In a questionnaire, this includes the wording of instructions and items, or the response format (e.g. Likert, Visual Analogue Scale, etc). Many researchers, such as Podsakoff, MacKenzie, and Podsakoff’s (2012), also consider a study’s measurement context as a potential methodfactor.

Read our tips for reducing Method Bias

Mixed Mode Studies

Research studies that use a variety of collection methods in a single survey (e.g., using the same questionnaire online and face to face) in order to improve response rates and representativeness.

The mode is a statistical measure that represents the value that appears most frequently in a dataset. It's one of the three main measures of central tendency, alongside the mean and median. The mode is particularly useful for understanding the most common or typical value in a dataset, especially when dealing with categorical or discrete data.

Examples of Mode Calculation:

Example 1: Unimodal Data Dataset: 2, 3, 3, 4, 5, 5, 5, 6, 7  Mode: 5 (appears three times)

Example 2: Bimodal Data Dataset: Red, Blue, Green, Red, Yellow, Blue, Purple  Modes: Red and Blue (each appears twice)

Example 3: No Mode Dataset: 1, 2, 3, 4, 5  No mode (all values appear once)

Monadic testing

A survey method where each respondent only evaluates one concept out of several being tested. It's commonly used in the early stages of product or concept development.

Multi stage sampling

A sampling approach where a number of successive sampling stages are undertaken before the final sample is obtained. It's often used when a complete list of the population is not available.

Multidimensional scaling

A statistical technique used to visualize the level of similarity of individual cases in a dataset. In market research, it's often used to create perceptual maps of brands or products.

Multiple discriminant analysis

A statistical technique used to classify individuals into one of two or more segments (or populations) on the basis of a set of measurements.

Multiple regression analysis

A statistical technique to examine the relationship between three or more variables and also to calculate the likely value of the dependent variable based on the values of two or more independent variables.

Multivariate data analysis

Statistical procedures that simultaneously analyze two or more variables on a sample of objects. Common techniques include multiple regression analysis, factor analysis, cluster analysis, and conjoint analysis.

Mystery shopping

A method of testing the quality of services provided to customers by using researchers posing as regular customers. It's used to assess whether employees are following company procedures or industry guidelines.

Short for "national representative sample," it refers to a research sample that is intended to be representative of the entire population of a country or region. It's crucial for studies aiming to generalize findings to a whole population.

Natural Language Processing (NLP)

A branch of AI that involves understanding and generating human language. In market research, it's used for tasks such as sentiment analysis, text classification, and chatbot interactions.

Net Promoter Score (NPS)

A measure of customer loyalty and advocacy, calculated by asking customers how likely they are to recommend a company's products or services to others. It's widely used as a simple metric of customer satisfaction and loyalty.

Netnography

A qualitative research method used to study online communities. It involves the systematic observation and analysis of the interactions, communications, and content generated by a group of people on the internet.

Neuroscience

Used in market research to provide an accurate and unbiased measure of consumer response. Techniques such as EEG and fMRI are used to measure brain activity and understand how people respond to marketing stimuli.

Nominal data

Numbers assigned to objects or phenomena as labels or identification numbers that name or classify but have no true numeric meaning. They're used for categorization only.

Non probability sampling

A set of sampling methods where a subjective procedure of selection is used, resulting in the probability of selection for each member of the population of interest being unknown. It's often used when probability sampling is not feasible.

Non response errors

An error in a study that arises when some of the potential respondents do not respond. This may occur due to respondents refusing or being unavailable to take part in the research.

Non sampling error

Errors that occur in a study that do not relate to sampling error. They tend to be classified into three broad types: sampling frame error, non-response error, and data error.

Normal distribution

A continuous distribution that is bell-shaped and symmetrical about the mean. It's important in statistics because many natural phenomena follow this distribution.

Null hypothesis

The hypothesis that is tested and is the statement of the status quo where no difference or effect is expected. It's typically what researchers try to disprove in statistical testing.

Observation

A data gathering approach where information is collected on the behavior of people, objects, and organizations without any questions being asked of the participants. It can provide insights into natural behavior.

Omnibus surveys

A data collection approach that is undertaken at regular intervals for a changing group of clients who share the costs involved in the survey's set-up, sampling, and interviewing. It's a cost-effective way to ask a few questions to a large sample.

Open ended question

Questions which allow respondents to reply in their own words. There are no pre-set choices of answers and the respondent can decide whether to provide a brief one-word answer or something very detailed and long.

Ordinal data

Numbers that have the labeling characteristics of nominal data, but also have the ability to communicate the rank order of the data. The numbers do not indicate absolute quantities, nor do they imply that the intervals between the numbers are equal.

Paired interviews

An in-depth interview involving two respondents such as married couples, business partners, teenage friends, or a mother and child. It can provide insights into shared decision-making processes.

Panel research

A research approach where comparative data is collected from the same respondents on more than one occasion. Panels can provide information on changes in behavior, awareness, and attitudes over time.

Participant observation

A research approach where the researcher interacts with the subject or subjects being observed. The best-known type of participant observation is mystery shopping.

Participant Validation

A validation technique that involves taking the findings from qualitative research back to the participants/respondents that were involved in the study and seeking their feedback. It helps ensure the validity of qualitative findings.

Passive data

Data that is collected without actively seeking out the information from a respondent/participant. This type of data is generated naturally through actions such as website visits, online purchases, geolocation, and social media activity.

Pearson's product moment correlation

A correlation approach that is used with interval and ratio data. It measures the strength and direction of the linear relationship between two variables.

Perceptual mapping

An analysis technique which involves the positioning of objects in perceptual space. Frequently used in determining the positioning of brands relative to their competitors.

Photo sorts

A projective technique which uses a set of photographs depicting different types of people. Respondents are then asked to connect the individuals in the photographs with the brands they think they would use.

A type of bar chart which uses pictures of the items being described rather than bars. It can make data more visually appealing and easier to understand quickly.

Pilot testing

The pre-testing of a questionnaire prior to undertaking a full survey. Such testing involves administering the questionnaire to a limited number of potential respondents in order to identify and correct flaws in the questionnaire design.

Placement tests

The testing of reactions to products in the home and where they are to be used. Respondents are given a new product to test in their own home or office, and their experiences and attitudes are then collected.

Population of interest

The total group of people that the researcher wishes to examine, study, or obtain information from. It typically reflects the target market or potential target market for the product or service being researched.

Predictive analytics

The use of data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes based on historical data. It's increasingly used in market research to forecast trends and behaviors.

Price Sensitivity Management (Van Westendorp)

A technique used to understand price preferences. Respondents are asked at what price they would consider a product to be too expensive, too cheap, etc. The optimal price point is determined where an equal proportion of respondents have said "too cheap" and "too expensive".

Primary data

Data collected by a program of observation, qualitative or quantitative research either separately or in combination to meet the specific objectives of a marketing research project. It's collected specifically for the research at hand.

Principal Component Analysis (PCA)

A descriptive method of multivariate analysis used to analyze numeric questions. It converts a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables called Principal Components.

Probability sampling

A set of sampling methods where an objective procedure of selection is used, resulting in every member of the population of interest having a known probability of being selected. It allows for statistical inference from the sample to the population.

Programme evaluation and review technique (PERT)

A managerial tool used for scheduling a research project. It involves a probability-based scheduling approach that recognizes and measures the uncertainty of project completion times.

Projective questioning

A qualitative research technique that asks respondents to consider what other people would think about a situation, rather than directly asking about their own opinions. Also known as third-party techniques, these methods are used to uncover deeper attitudes or beliefs that respondents might be unwilling or unable to express directly about themselves.

This technique is part of a broader category of projective techniques used in market research to gain insights into consumers' subconscious thoughts and feelings

Proportionate stratified random sampling

A form of stratified random sampling where the units or potential respondents from each population subset are selected in proportion to the total number of each subset's units in the population. It ensures representation of all subgroups in the sample.

Psychographic segmentation

A method of dividing a market into segments based on consumers' personality traits, values, attitudes, interests, and lifestyles. It goes beyond demographic segmentation to understand the psychological aspects of consumer behavior.

Purchase intent scales

A scaling approach which is used to measure a respondent's intention to purchase a product or potential product. It's often used in concept testing and new product development research.

Qualitative research

Qualitative research is an unstructured research approach with a small number of carefully selected individuals used to produce non-quantifiable insights into behavior, motivations, and attitudes. Methods include focus groups and in-depth interviews.

Quantitative research

Quantitative research is a structured research approach involving a sample of the population to produce quantifiable insights into behavior, motivations, and attitudes. It typically involves larger sample sizes and statistical analysis.

Questionnaire design process

A stepped approach to the design of questionnaires. It involves determining the information needed, question content, question wording, response format, and question sequence.

Quota sampling

Quota sampling is a non-probability sampling technique used in market research to create a sample that reflects specific proportions of characteristics in the target population. In this method, researchers divide the population into subgroups or "cells" based on relevant demographic or psychographic variables such as age, gender, income, or education level. For each subgroup, a quota is set that corresponds to its proportion in the overall population. Researchers then collect data from individuals within each subgroup until the predetermined quotas are met. While quota sampling aims to achieve a representative sample and can be more cost-effective than probability sampling methods, it is subject to potential bias in the selection process. This is because the final choice of respondents within each quota is often left to the researcher's discretion, which may inadvertently introduce selection bias and limit the generalizability of results.

A measure of dispersion that calculates the difference between the largest and smallest values in a set of data. It's a simple measure of variability but is sensitive to outliers.

Actual 'real' numbers that have a meaningful absolute zero. All arithmetic operations are possible with such data, including meaningful ratios.

A statistical approach to examine the relationship between two variables. It identifies the nature of the relationship using an equation and can be used for prediction.

Reliability of scales

Refers to the extent to which a rating scale produces consistent or stable results. Stability is most commonly measured using test-retest reliability and consistency is measured using split-half reliability.

Research brief

A written document which sets out an organization's requirements from a marketing research project. This provides the specification against which the researchers will design the research project.

River sampling

A method that invites respondents to take a survey via online banners, ads, promotions, offers, and invitations placed on various websites and social media. Respondents are screened and routed to appropriate surveys based on their characteristics.

Role playing

A projective technique which involves a respondent being asked to act out the character of a brand. It can reveal perceptions and associations with the brand that might not be expressed directly.

When designing a questionnaire, routing refers to the survey logic that allows you to change or limit the content based on previous answers given by respondents. Also known as branching or skip logic.

A subset of the population of interest. In market research, we typically study a sample and use statistical inference to draw conclusions about the wider population.

Sampling error

The difference between the sample value and the true value of a phenomenon for the population being surveyed. It can be expressed mathematically, usually as the survey result plus or minus a certain percentage.

Scaling questions

Questions that ask respondents to assign numerical measures to subjective concepts such as attitudes, opinions, and feelings. Common types include Likert scales and semantic differential scales.

Screening criteria

Criteria used to ensure that the participants in a study are relevant, qualified, and representative of the target population. Screening questions are usually asked at the start of the study and may include demographics as well as questions such as brand usage and product ownership.

Screening questionnaire

A questionnaire used for identifying suitable respondents for a particular research activity, such as a group discussion or in-depth interview.

Secondary data

Information that has been previously gathered for some purpose other than the current research project. It may be data available within the organization (internal data) or information available from published and electronic sources originating outside the organization (external data).

Segmentation

The process of dividing markets into groups of people or occasions that are similar to each other, but different from other groups. It's used to target marketing efforts more effectively.

Semantic differential scales

A scaling approach which requires the respondent to rate a brand or concept using a set of bipolar adjectives or phrases (e.g., helpful and unhelpful; friendly and unfriendly). Each pair of adjectives is separated by a seven-category scale with neither numerical nor verbal labels.

The study of symbols and signs and how they communicate meaning. In market research, it involves analyzing the visual and linguistic elements of product packaging, advertising, and branding to understand cultural and emotional associations.

Sensory testing

A method of evaluating the characteristics of a product or food by measuring how it is perceived by the senses of smell, taste, sight, touch, and sound. It's used to assess product attributes and quality.

Sentence completion

A projective technique which involves providing respondents with an incomplete sentence or group of sentences and asking them to complete them. It can reveal underlying attitudes or perceptions.

Sentiment analysis

A form of text analytics that uses natural language processing and machine learning to determine the emotion expressed in a text. It's commonly used to analyze survey responses, user/customer feedback, and product reviews.

Sequential monadic testing

A survey method whereby each respondent provides feedback on two or more concepts in the same survey. The concepts should be presented in a random order to avoid order bias.

Share of Shelf (SOS)

A metric used to measure the proportion of space a product or brand occupies on a retail shelf compared to its competitors. It helps understand the visibility and accessibility of a product in the retail environment.

Share of Voice (SOV)

A measure of the proportion of advertising a brand or product receives compared to others in the same category. It helps understand how often a brand is advertised relative to its competitors.

Share of Wallet (SOW)

A metric used to measure a company's market share in terms of customer spending. It represents the proportion of a customer's total spending on a given product or service category that is going to a particular company.

Shelf impact testing equipment

Used to determine the visual impact of new packaging when placed on shelves next to competitors' products. It helps assess how well a product stands out in a retail environment.

Simple random sampling

A probability sampling method where every possible member of the population has an equal chance of being selected for the survey. Respondents are chosen using random numbers.

Simulated test markets

A research approach used to predict the potential results of a product launch and to experiment with changes to different elements of a product's marketing mix. It relies on simulated or laboratory-type testing and mathematical modeling.

Snowball sampling

Snowball sampling is a non-probability sampling procedure where additional respondents are identified and selected on the basis of referrals from initial respondents. It tends to be used where the population of interest is small or difficult to identify.

Social media analytics

The use of data from social media platforms to understand consumer behavior and sentiment, as well as to track the performance of campaigns or products. It provides insights into online conversations and trends.

Spearman's rank-order correlation

Spearman's rank-order correlation, often referred to as Spearman's rho , is a non-parametric statistical measure used to assess the strength and direction of the relationship between two ordinal variables. This technique is particularly valuable in market research when dealing with ranked data or when the relationship between variables may not be linear. It works by converting the raw scores of each variable into ranks and then calculating the correlation between these ranks. The resulting correlation coefficient ranges from -1 to +1, where -1 indicates a perfect negative correlation, +1 a perfect positive correlation, and 0 no correlation. Spearman's correlation is robust to outliers and doesn't require the assumption of normally distributed data, making it a versatile tool for analyzing various types of ordinal data in market research, such as customer satisfaction ratings, preference rankings, or Likert scale responses.

Split half reliability

Measures the internal consistency of a summated rating scale and refers to the consistency with which each item represents the overall construct of interest. The method involves randomly dividing the various scale items into two halves.

Standard deviation

A measure of dispersion that calculates the average distance that the values in a data set are away from the mean. It provides a measure of how spread out the data is.

Stapel scales

A scaling approach which is a variation of the semantic differential scaling approach. It uses a single descriptor and 10 response categories with no verbal labels.

Stimulus materials

Materials used in group discussions and individual depth interviews to communicate the marketer or advertiser's latest creative thinking for a product, packaging, or advertising to the respondents.

Stratified random sampling

A probability sampling procedure in which the chosen sample is forced to contain potential respondents from each of the key segments of the population. It ensures representation of all important subgroups.

Structural Equation Modelling

A statistical technique for testing and estimating causal relationships, using a combination of statistical data and qualitative causal assumptions. It allows for the construction of variables which are not measured directly.

Structured observation

A research approach where observers use a record sheet or form to count phenomena or to record their observations. It provides a systematic way of collecting observational data.

System 1 & System 2 thinking

A concept in psychology that describes two different ways the brain forms thoughts. System 1 is fast, instinctive, and emotional; System 2 is slower, more deliberative, and more logical. This concept is applied in market research to understand consumer decision-making processes.

Systematic sampling

A probability sampling approach similar to a simple random sample but which uses a skip interval (i.e., every nth person) rather than random numbers to select the respondents.

A hypothesis test about a single mean if the sample is too small to use the Z test. It's commonly used to determine if there is a significant difference between the means of two groups.

Tabular method of analysis

A method for analyzing qualitative research data using a large sheet of paper divided into boxes. It allows for systematic organization and comparison of qualitative data.

Test-retest reliability

Measures the stability of rating scale items over time. Respondents are asked to complete scales at two different times under as near identical conditions as possible.

Text Mining

The process of deriving high-quality information from text. It involves the discovery of patterns and trends in large volumes of unstructured text data.

Trend Analysis

A technique used to analyze the direction and rate of change in data over time. It's used to predict future values based on historical data.

Triangulation

Using a combination of different sources of data where the weaknesses in some sources are counterbalanced with the strengths of others. It increases the validity and reliability of research findings.

TURF (Total Unduplicated Reach and Frequency)

An analysis used for providing estimates of media or market potential and devising optimal communication and placement strategies. It's particularly useful for deciding on product ranges or media mixes.

Type I error

A Type I error, also known as a "false positive," is a fundamental concept in statistical hypothesis testing that has significant implications for market research. It occurs when a researcher incorrectly rejects a true null hypothesis, essentially concluding that there is a significant effect or relationship when, in reality, there isn't one. The probability of committing a Type I error is denoted by alpha (α), which is typically set at 0.05 or 0.01 in market research studies. This means that researchers accept a 5% or 1% chance of falsely detecting an effect. Type I errors can lead to misguided business decisions, such as implementing ineffective marketing strategies or product changes based on falsely perceived consumer preferences. To mitigate this risk, researchers must carefully consider their significance levels and sample sizes, and potentially employ multiple testing corrections when conducting numerous statistical tests simultaneously.

Type II error

A Type II error, also known as a "false negative," is a crucial concept in statistical hypothesis testing within market research. It occurs when a researcher fails to reject a false null hypothesis, essentially concluding that there is no significant effect or relationship when, in reality, one does exist. The probability of committing a Type II error is denoted by beta (β), and its complement (1-β) represents the power of the statistical test. Type II errors can have serious implications in market research, potentially leading to missed opportunities or overlooked insights. For instance, a company might fail to detect a genuine consumer preference or market trend, resulting in lost competitive advantage. To reduce the risk of Type II errors, researchers often increase sample sizes, choose more sensitive statistical tests, or adjust the significance level, balancing this against the risk of Type I errors. Understanding and managing both types of errors is essential for conducting robust and reliable market research.

See Population of interest.

Unstructured questions

See Open-ended questions.

Usability Testing

A technique used to evaluate a product by testing it with representative users. It's often used for websites, apps, and software to identify any usability problems and collect qualitative and quantitative data . Read more about usability testing on Prolific .

User generated content (UGC)

Online material such as comments, profiles, photographs that is produced by end users. It can be a valuable source of insights in market research.

UX (User Experience)

Refers to the overall experience of a person using a product or service, including the design, functionality, and ease of use. UX research is used to understand how people interact with a product, website, or service, and to identify areas for improvement.

Whether the subject requiring to be measured was actually measured. It's a crucial concept in ensuring that research findings are meaningful and accurate.

Verification

The process of checking and verifying the accuracy and reliability of data collected during research. This includes reviewing data for errors, inconsistencies, and missing information.

Viewing rooms

Specialist facilities/locations for group discussions. They are set out in the form of a boardroom or living-room setting with video cameras or a large one-way mirror built into one wall.

Virtual reality

Technology that can be used in market research to create immersive experiences for consumers, allowing researchers to gather data on how consumers interact with products and brands in a simulated environment.

VoC (Voice of Customer)

A research method used to collect customer feedback. It captures how customers feel about a business, product, or service, providing insights that can help create a stronger customer experience.

Refers to the second generation of the World Wide Web, characterized by the shift from static websites to dynamic, interactive, and user-generated content. It has significant implications for online market research.

Refers to the next generation of the World Wide Web, characterized by the integration of artificial intelligence, machine learning, and the decentralized web. It aims to create a more intelligent, rich, and interconnected web.

Web scraping

A technique used in market research to gather large amounts of data from the internet, such as information on prices, product reviews, or social media sentiment. This data can then be used to gain insights into market trends and consumer behavior.

The process of adjusting the value of survey responses to account for over- or under-representation of different categories of respondent. It's used to make the sample more representative of the population.

Word association tests

A projective technique that involves asking respondents what brands or products they associate with specific words. It's useful for understanding brand imagery and building rapport in group discussions.

A visual depiction of words used by respondents in qualitative research, open-ended survey questions, or content appearing on social media or reviews. The font size of the words is determined by the frequency of use.

A hypothesis test about a single mean where the sample size is larger than 30. It's used when the population standard deviation is known and the sample size is large.

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Why is market research important in product marketing?

Market research plays a critical role in product marketing. It helps teams understand market trends , build new products, and improve existing products , while competitive intelligence supports companies in differentiating their products from rivals within the industry.

In this article, we'll discuss:

• What market research is ;
• The benefits of market research ;
• How to choose relevant data ;
• Primary and secondary research ;
• Recommended research tools .

What is market research?

Market research is the process whereby product marketers collect information about the preferences of the market and their users. Companies spend time, money, and effort in conducting market research - and with good reason.

The benefits of conducting market research

It helps you identify your customer base.

It’s impossible to build a successful product unless you communicate with prospective customers . Market research provides a set of definitive answers to key questions, including:

• Who is your product aimed at?
• Who are your customer personas?
• What features do they want from your product?
• How much are they willing to spend?

The market research process allows you to clearly paint an image of:

a) your ideal customer - gender, age, location, income, etc.

b) the product you’re going to create, as dictated by the needs of the customer.

When you’ve identified who and what you’re creating, you’re able to successfully tailor your marketing strategy and pricing plans , accordingly.

It can prevent sloppy mistakes

Before launching a product , it’s important to conduct rigorous research and testing , to avoid silly (and expensive) errors.

Let prospective buyers test it out beforehand, so you can iron out any imperfections by conducting market research.

While your hunch may tell you your product will resonate with consumers, it’s not recommended to make a decision based on gut instinct; if things go wrong, you’ll be left rueing your choice not to conduct simple testing.

Focus groups are a great source of customer and market feedback . If things go swimmingly, you’ve got the peace of mind you need and you can push on with the launch. If there are areas for improvement, just go back to the drawing board and make your service even better.

You can protect your business

Market research not only indicates what the market is like now, it allows you to forecast how your industry could shape up in the future.

Proactivity helps you exploit potential gaps in the market other companies may not have spotted, so always stay on your toes and keep your eyes peeled for market opportunities .

Take HMV, for example. While they continued to channel their efforts into the sales of CDs and DVDs, Spotify and Netflix researched the market and developed mobile platforms offering music and film on demand, in line with emerging trends. In 2019, Netflix’s assets were $34.9bn, Spotify was being heralded as ‘the savior of the music industry’, while HMV called in administrators for the second time in 6-years.

Winner: Market research, by knockout.

Surpass rivals with competitive intelligence

Competitive intelligence can help you and your product marketing team understand the methods being used by your competitors, how their products work, key features and USPs, and pricing strategies , to name a few.

Business is cut-throat, and when a rival poaches customers, it’s often because they’re better prepared and have completed more in-depth research.

Preparation is key for any company, and this remains the same as far as market research is concerned. Don’t get caught in the shadow of your rivals - make them chase you. Seek valuable insights and use your findings to create an innovative strategy that’ll not only generate new leads but also improve customer retention and reduce customer churn .

How to share competitive intelligence findings

To make the most of competitive intelligence, you need to communicate your findings so your teams can use the information to develop and evolve your product.

Results are useless if you keep them to yourself - you need to share the knowledge. Our Competitive Intelligence Trends Report 2020 revealed 87% of product marketers share their findings with Sales teams, closely followed by Product (83%).

Previously, it’s been suggested there’s room for improvement in relations between product marketers and leadership teams. However, it was encouraging to see a significant proportion of people taking part (77%) saying they discuss their findings with executives and leaders.

When we dug a little deeper and explored the preferred methods for sharing competitor intel findings, we found knowledge was shared in-person on a team-by-team basis, and by segmented emails to each relevant team.

Both of these areas accounted for 34% of responses, while a further quarter indicated they send blanket emails to relevant teams within the organization.

Of the 25% of people who fell into the ‘Other’ category, the likes of battle cards, Slack channels, and tools such as Klue were identified as the chosen method of communication. With so many different ways of sharing information, we spoke with Matt Powell, Product Marketing Manager at Docebo , to get an insight into how competitor intel findings are shared at his company:

“I don’t think there is a silver bullet for effectively sharing competitive intel - it’s completely dependent on the realities of your business. I do, however, think that it’s all about creating a culture internally in which everyone is as actively involved in gathering and sharing competitive intel as possible.

“That’s a big behavioral change when it becomes less about having one or a few people gathering and sharing intel, and instead extending it as a responsibility of everyone in the revenue organization. That’s when good things start to happen - the activity becomes more collaborative and is focused on problem-solving rather than just information sharing.

“We share our intel on a team-to-team basis leveraging our competitive intelligence platform to develop regularly cadenced newsletters. They’re good and they’re actionable, but we find the juicy stuff is the intel that happens in real-time. But, I’ve found the most effective way to share intel and have great conversations in the flow of work around competitive intel is through Slack.

“Our company is a big-time Slack shop - everything happens there. However, there was a lot of good intel being lost in the scroll of conversations. To combat that, we turned it into an opportunity by installing a two-way integration that allows us to send competitive intel to our CI platform directly from Slack.

“This has been a bit of a game-changer in making sure that as much information as possible isn’t lost. The great thing about these kinds of Slack channels is that the intel is only the tipping point, the conversations that happen in the threads afterward generally end up being the context you need to make the intel actionable.”

Competitive intelligence tips

When we surveyed product marketers for the Competitive Intelligence Trends 2020 report , we unearthed a variety of competitive intelligence tips to consider when conducting the process.

“Don’t be afraid to get help from other parts of your organization. Being able to get help from a sales engineer or a developer while you’re reading technical documentation can save a ton of time and help you better understand different personas.”

Mindy Regnell, Market Insights Manager at BigCommerce

“Job postings can detail info about their tech stack. For example, if they say ‘looking for an IT manager with experience in Oracle, Kronos’, then you know the company uses these tools.”

Laura Massingham, Senior Director of Global Product Marketing at HotSchedules

“Make sure to leverage your entire company and look for a way to integrate information-sharing into your teams' daily tools (be it Slack, or a Sales Enablement tool, etc).

“Whenever someone new starts at Showpad, we hold a session dedicated to Competitive Intel and how each Showpadder plays a part in gathering and sharing that information. Our Product Marketing team is not big enough to do all the research ourselves so we've set up a system to source info gathered by BDRs, AEs, CSMs, etc.”

Lara Verlinden, Senior Product Marketing Manager at Showpad

“Spend time getting to know the competitor from all angles: explore their website and gated assets as if you were a prospect, but also understand from their existing customers if the true product experience matches the initial marketing.”

Megan Magee, Product Marketing Manager at ServiceNow

“Start with your value proposition not mentioned by you, but by your customer. From there understand why you don’t live up to that value prop and where you can improve. Know your segment, know your buyer and persona.”

Hien Phan, Director of Product Marketing at Formation

How to select appropriate research data

If you’re not using the correct data or conducting the right research, you could miss market opportunities. Therefore, it’s important to understand the difference between the types of research data that are available and make an appropriate selection.

Primary vs secondary research

There are two forms of data PMMs can collect when researching: primary and secondary.

Primary data

Primary information is collected yourself or by a specialist who has been hired to collect the data on your behalf.

For example, the PMA team collected primary data for our State of Product Marketing report, while we’re asking questions to the 1000s of product marketers who are members of our Slack community , daily.

Primary research is based on two types of information: exploratory or specific.

Exploratory research is open-ended, with respondents usually providing their views in an unstructured interview scenario.

On the other hand, specific research tends to be more structured, to solve a particular problem highlighted during the exploratory phase.

When arranging primary research, it’s important to identify the preferred method of communication, whether this is direct mail, phone, or interviews.

These should be considered carefully, given the response rate for each method varies. For example, people tend to prefer a quick chat on the phone, rather than taking more time to respond via direct mail.

Social media is also a widely used tool for conducting market research. Features such as Instagram stories allow companies to gather opinions from 1,000s of followers in a short space of time.

Secondary data

Secondary data has been completed for you and is organized for reference. This data includes things like:

• Government websites.

Information for secondary data is often available to the public and can be found in libraries, educational institutions, etc.

Media outlets such as newspaper publishers and TV stations host a breadth of information that can be used when gathering secondary data. This includes demographic information outlining income, age, gender, etc.

What is quantitative data?

Quantitative research includes cold, hard facts that can be easily converted into graphs and charts. The research is usually carried out using surveys and questionnaires with closed-ended questions, yes or no questions, checkbox or multiple-choice questions, and questions with intervals or ratios. It’s structured, statistical, and number-based.

What are the benefits of quantitative data?

Quantitative data is useful for conclusive answers, it’s easy to analyze and can help prove or disprove hypotheses. The questions are also quicker and easier to answer, so you’re likely to get more responses.

What is qualitative data?

Qualitative data is non-statistical and consists of impressions, opinions, and views. It’s generally used to answer ‘why’ questions. It’s investigative in nature and asks open-ended questions. Qualitative data can be generated through:

• Texts and documents
• Audio and video recordings
• Images and symbols
• Interview transcripts and focus groups
• Observations and notes

What are the benefits of qualitative data?

Qualitative research gives you a deeper insight into the motivations behind the statistics. It’s used to theorize and interpret, and instead of asking how many people buy your product, it asks why they buy or why they’re not buying it.

Which data is better for research?

Whether or not you decide to use qualitative or quantitative data will depend on the results you’re looking for.

If, for example, your product was an app that maps bike routes, using qualitative questions like “What do you think of our app?” will lead to many, many different answers, they might focus on speed, responsiveness, and price, which could actually be really invaluable information for you to look at.

However, if you want a specific question answering, like: “How responsive is this app?”

• Super responsive
• Sometimes responsive

Then, quantitative data is your best bet.

Recommended research tools

There’s very little margin for error for product marketers when it comes to market research. Thankfully, there's a whole bunch of customer and market research tools you can use to make the process seamless and reduce the likelihood of any mistakes.

Want to learn more?

Market research is an invaluable part of not just product marketing, but the overall organizational function. It helps us to understand what prompts the customer to purchase products within the market and, ultimately, identify how we can position our products in such a way that they stand out from the crowd.

Our Market Research Certified: Masters course has been designed to help you streamline your approach for success. By the end of this course you’ll:

🧠 Understand the importance and benefits of research for making the most impactful and strategic decisions.

🧐 Know about the different types of data and where best to source it.

🔬 Be aware of the best research methods available for conducting valuable data for your company.

✌️ Be able to consider the ethical implications of market research and data collection.

So what are you waiting for?

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Qatar Data Center Market

Qatar data center market report by component (solution, services), type (colocation, hyperscale, edge, and others), enterprise size (large enterprises, small and medium enterprises), end user (bfsi, it and telecom, government, energy and utilities, and others), and region 2024-2032.

• Report Description
• Table of Contents
• Methodology
• Request Sample

Qatar Data Center Market Overview:

The Qatar data center market is projected to exhibit a growth rate (CAGR) of 10.70% during  2024-2032 . The market in Qatar is majorly driven by the increasing internet penetration, the rising demand for cloud services, government digital transformation initiatives, the growing adoption of IoT and big data analytics, rapid expansion of multinational corporations, and continual technological advancements in data center infrastructure.

Qatar Data Center Market Trends:

Increasing number of companies switching to cloud-based solutions

The increasing migration of enterprises to cloud-based solutions stands as a principal catalyst for growth within the data center market. Concurrently, the expanding prevalence of remote work among employees, facilitated by Internet and IoT technologies for seamless data transmission between home environments and central offices, constitutes another pivotal factor driving market evolution. Forecasts indicate substantial growth in the data center sector, primarily attributed to the heightened intricacy necessitated by scalability requirements. The rise in cloud adoption precipitates a commensurate rise in data generation, thereby amplifying the demand for data processing and storage capacities. Moreover, the growing adoption of advanced cloud computing solutions in emerging economies augments the expansion of the data center market throughout the forecast period.

Rising internet adoption and information technology services

The availability of bandwidth, low-cost data plans, and more awareness have all contributed to the rapid growth of internet usage in rural areas. The most significant factors for internet penetration include proximity to fiber landing stations and a consistent and reliable power supply. In recent years, however, electrical reliability has improved, notably in large states. With local government support, the expansion of the data center industry is recognized for its significant economic impact and future investment potential. Consequently, the government is actively promoting the construction of data centers, ensuring the availability of alternative sites with adequate power supplies and encouraging the use of renewable energy sources.  Information technology services are being applied in various industries, including telecommunications, entertainment, banking, manufacturing, and healthcare, and they are changing global business practices.

Rapid expansion of the market for hyper-converged infrastructure

The Qatar data center market is witnessing rapid expansion, particularly in the domain of hyper-converged infrastructure (HCI). HCI hardware, known for its high energy consumption, necessitates efficient energy management solutions to mitigate operating costs. Consequently, there is a growing demand for energy-efficient systems and devices among HCI suppliers. Furthermore, there is an increasing inclination among firms towards collaborative cloud solutions. The data center sector is experiencing significant momentum, offering numerous lucrative opportunities for both established and emerging companies.  The data center industry in Qatar is poised for substantial growth, driven by the rising adoption of hybrid and multi-cloud architecture solutions, alongside the proliferation of the Internet of Things (IoT).

Qatar Data Center Market News:

• June 11, 2024: Ooredoo, Qatar’s leading telecommunications operator, and Alfardan Group LLC, a premier family-owned conglomerate, have signed a strategic Memorandum of Understanding (MoU) to upgrade connectivity and enhance technological infrastructure in Qatar.
• May 30, 2024: As part of Vodafone Qatar’s phase two trial on 5.5G technologies, the company successfully verified 6GHz spectrum using state of the art 128T/R Massive MIMO achieving user speeds of 10+Gbps using 4 carriers of 100MHz each, showcasing the 5.5G capabilities on the 6GHz upper mid-band spectrum.  

Qatar Data Center Market Segmentation:

IMARC Group provides an analysis of the key trends in each segment of the market, along with forecasts at the country level for 2024-2032. Our report has categorized the market based on component, type, enterprise size, and end user.

Component Insights:

• Services  

The report has provided a detailed breakup and analysis of the market based on the component. This includes solution and services.

Type Insights:

• Others  

A detailed breakup and analysis of the market based on the type have also been provided in the report. This includes colocation, hyperscale, edge, and others.

Enterprise Size Insights:

• Large Enterprises
• Small and Medium Enterprises  

The report has provided a detailed breakup and analysis of the market based on the enterprise size. This includes large enterprises and small and medium enterprises.

End User Insights:

• IT and Telecom
• Energy and Utilities

A detailed breakup and analysis of the market based on the end user have also been provided in the report. This includes BFSI, IT and telecom, government, energy and utilities, and others.

Regional Insights: 

The report has also provided a comprehensive analysis of all the major regional markets, which include Ad Dawhah, Al Rayyan, Al Wakrah, and Others

Competitive Landscape:

The market research report has also provided a comprehensive analysis of the competitive landscape. Competitive analysis such as market structure, key player positioning, top winning strategies, competitive dashboard, and company evaluation quadrant has been covered in the report. Also, detailed profiles of all major companies have been provided.

Qatar Data Center Market Report Coverage:

Key Questions Answered in This Report:

• How has the Qatar data center market performed so far and how will it perform in the coming years?
• What has been the impact of COVID-19 on the Qatar data center market?
• What is the breakup of the Qatar data center market on the basis of component?
• What is the breakup of the Qatar data center market on the basis of type?
• What is the breakup of the Qatar data center market on the basis of enterprise size?
• What is the breakup of the Qatar data center market on the basis of end user?
• What are the various stages in the value chain of the Qatar data center market? 
• What are the key driving factors and challenges in the Qatar data center?
• What is the structure of the Qatar data center market and who are the key players?
• What is the degree of competition in the Qatar data center market?  

Key Benefits for Stakeholders:

• IMARC’s industry report offers a comprehensive quantitative analysis of various market segments, historical and current market trends, market forecasts, and dynamics of the Qatar data center market from 2018-2032.
• The research report provides the latest information on the market drivers, challenges, and opportunities in the Qatar data center market.
• Porter's five forces analysis assist stakeholders in assessing the impact of new entrants, competitive rivalry, supplier power, buyer power, and the threat of substitution. It helps stakeholders to analyze the level of competition within the Qatar data center industry and its attractiveness.
• Competitive landscape allows stakeholders to understand their competitive environment and provides an insight into the current positions of key players in the market.

India Dairy Market Report Snapshots Source:

Statistics for the 2022 India Dairy market share, size and revenue growth rate, created by Mordor Intelligence™ Industry Reports. 

• India Dairy Market Size Source
• --> India Dairy Market Share Source
• India Dairy Market Trends Source
• India Dairy Companies Source

Need more help?

• Speak to our experienced analysts for insights on the current market scenarios.
• Include additional segments and countries to customize the report as per your requirement.
• Gain an unparalleled competitive advantage in your domain by understanding how to utilize the report and positively impacting your operations and revenue.
• For further assistance, please connect with our analysts.

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• Current: IDC: Artificial Intelligence Will Contribute $19.9 Trillion to the Global Economy through 2030 and Drive 3.5% of Global GDP in 2030

Publication date: 17 Sep 2024

IDC: Artificial Intelligence Will Contribute $19.9 Trillion to the Global Economy through 2030 and Drive 3.5% of Global GDP in 2030

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More From Forbes

Ai and the municipal bond market: is credit still relevant discuss.

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After a summer hiatus, the AI and the Municipal Bond Market series resumes. Prior articles covered the rise of AI Technology , Data , Economic Drivers , and Pricing . This piece presents some difficult questions as to the relevancy of credit analysis in an increasingly AI and data driven market. Upcoming articles will cover Trading Platforms and Algorithmic Trading.

Credit Analysis

With the rapid evolution and influence of AI technology in the municipal bond market, is municipal credit relevant?

No. But with modifications…a firm maybe.

The municipal bond market has traditionally been viewed as a credit market. Municipalities and governmental authorities or agencies borrowing in this market by issuing bonds are rated and ranked by their creditworthiness—the ability and willingness to repay these debts.

Credit rating agencies such as Moody’s Ratings and S&P Global Ratings—known as Nationally Recognized Statistical Rating Organizations (NRSRO)—are paid by bond issuers to rate these bonds. For example, S&P Global ratings range from, “AAA”, the best quality, to “D” which indicates the bonds are in default. There are also interim ratings, such as “AA-“ or “A+” to designate gradations in credit quality.

Best High-Yield Savings Accounts Of 2024

Best 5% interest savings accounts of 2024.

Because these ratings influence investors and help determine the price of a bond, issuers are keen to be assigned the best ratings possible.

Here’s why. On July 31, 2024, the IHS Markit Municipal Bond AAA Curve 20 year maturity yielded 3.39%. Comprised of lower rated (“BBB” or nonrated) bonds, the S&P Municipal Bond High Yield Index of the same date and maturity yielded 5.56%.

Municipal Bond Credit Spread

That 2.17% difference, commonly referred to as the “credit spread”, means millions in annual debt service to a borrower. On at $100 million bond issue, the high grade borrower pays $3.39 million in annual interest. The lower rated borrower pays $5.56 million.

The issuer’s pain is the bondholder’s gain. Investors are constantly on the prowl to find the highest yielding bonds for the lowest risk. That’s why municipal bond credit analysts spend so much time poring over an issuer’s financial statements and other information offering insights into a borrower’s credit strength.

But in a world of AI, are ratings and credit analysis relevant anymore?

Technology moves fast.

Predicting bond default rates with neural networks and machine learning

In his MITGOV/LAB article Using AI to Finance the Things That Matter , Luke Jordan noted that AI machine learning solutions are great for the municipal bond market’s varied problems. Armed with ample data—“clean standardized data”—from a data set with over 4 million bonds financing over 440,000 projects, he trained a neural network to predict whether a municipal bond would default or not. With a rarity of defaults, the problem was challenging. The model had to “look for a needle in a haystack,” he noted.

In his 2021 publication, Bond Default Prediction with Text Embeddings, Undersampling and Deep Learning , he details the rigorous methodology he developed for the model.

This box is emphatically transparent.

For the data, he applied a 230-dimensional feature vector for each bond. If you’re not up on the latest AI lingo, feature vectors are, essentially, a bundle of numbers for each bond, where each number is a category or a piece of quantitative information. Information may be a bond’s reference data (i.e., coupon, maturity) as well as unstructured data, such as the issuer, type of project, and other “text embeddings.”

The results were quite striking. The trained model correctly identified “90% of the bonds that would default at the time the bond was issued,” he noted in his MIT GOV/LAB article.

More striking is that he did not use ratings. He did not use financial statement information.

No Balance Sheets. No Statement of Net Position. No Income Statements. No Statement of Revenues. No Cash Flows.

Not one iota of all that traditional financial information the municipal bond market crunches to assess credit risk

Understanding these results could be seen as AI demonstrating fundamental credit analysis was immaterial, Mr. Jordan was careful to add that it wasn’t possible to say categorically the model shows financials don’t matter to default risk. After all, one data point in the model is credit spread, which he presents could be argued as a summary proxy for financial analysis.

But he didn’t back away entirely. If credit spread at issuance does give some insight into financials, it's weak, and likely subjective, he observed. Credit spreads weren’t found to be among the model’s most important determinant factors. What’s more, he continued, while the model didn’t prove financials don't matter, it did indicate they’re not as important as usually considered when assessing credit risk.

Considering the model didn’t use financial data, it’s a struggle to find exactly what importance they provided at all.

It’s easy to imagine the municipal bond participants who have relied on these time-worn metrics for decades to be in high dudgeon, fulminating and at the ready to read that report with a self-serving analytic scalpel to do some slicing and dicing of their own.

But before trying to slice and dice the AI methodology, it would be better to consider why AI was able to skip the financials. There are five factors.

Pimlico Race Track, Baltimore, Maryland, USA.

What Are The Odds?

Factor One. Look at the default rate in high grade municipal bonds. The Moody’s US Municipal Bond Defaults and Recoveries, 1970-2022 report notes (page 9) that during that time, over any average five-year period, the cumulative default rate of the highest grade general government municipal bond issuers—those rated Aa or Aaa on the Moody’s rating scale—was 0.01%. Go out over a 10-year period and the rate is 0.02%. Now stay 10 years out and go down one rating grade to include bond issues rated single-A. The aggregate cumulative default rate was a barely perceptible 0.07%.

Even if you look at high grade (single-A to Aaa rated) municipal utility issuers such as electric utilities, tolls, water/sewer, the cumulative default rate for is 0.03% in the 5-year period and 0.09% for the 10-year period. Competitive enterprises, which include higher education, hospitals, housing, have a cumulative default rate of 0.09% in the 5-year period. For the 10-year period, the rate was 0.23%.

Let’s translate this into investor-speak. If you have a buy-and-hold portfolio of high-grade municipal bonds maturing in 10 years or less, the likelihood of a bond in your portfolio defaulting is only somewhat worse than your chance of being hit by lightning.

Take this one step further. If the default risk is so low, then how exactly should rating upgrades or downgrades be valued in the market? If your bond is rated “Aa3” by Moody’s and is downgraded to A1, does it—or should it—matter? Isn’t this just counting how many angels can dance on the head of a pin ?

All this builds to the final question: what, exactly, justifies any of the credit spreads in the high grade municipal bond market?

Continuous probability distribution.

Probability. Or Probability Not.

Factor Two. There is a certain irony that Nationally Recognized Statistical Rating Organizations seem to be lacking in the ‘statistical’ department when it comes to municipal bond ratings. Moody’s 2007 report The U.S. Municipal Bond Rating Scale: Mapping to the Global Rating Scale And Assigning Global Scale Ratings to Municipal Obligations notes that "Unlike Moody's global scale ratings, which measure ‘expected loss’ (default probability times loss given default), Moody's long-term municipal ratings measure the intrinsic ability and willingness of an entity to pay its debt service." Despite their 2010 recalibration of the U.S. municipal sector ratings , this remains true today.

Similarly, in its 2022 Guide to Credit Rating Essentials , S&P Global notes “Credit ratings are not absolute measures of default probability.” It continues, “Since there are future events and developments that cannot be foreseen, the assignment of credit ratings is not an exact science. For this reason, S&P Global Ratings opinions are not intended as guarantees of credit quality or as exact measures of the probability that a particular issuer or particular debt issue will default.” In another more recent report , the rating agency states “Our credit ratings are forward-looking opinions about an issuer's relative creditworthiness. They assess the relative likelihood of whether an issuer may repay its debts on time and in full.” Not a specific probability or even a range of probabilities in sight.

[For the record, I asked both Moody’s and S&P Global to comment on their respective positions. Neither responded.]

For all the carefully vetted municipal bond rating methodologies of the NRSROs, ratings are neither deterministic nor probabilistic. They seem detached from a clear, defined taxonomy quantitatively linked to actual risk of default. Lacking this, other than emanations and penumbras , how exactly are bond prices supposed to measure NRSRO ratings in basis points?

No Comparison

Factor Three. The market lacks an overall standardized disclosure taxonomy for municipal bond issuers. Unlike their corporate counterparts, who disclose in the global standard of Extensible Business Reporting Language (XBRL), neither general obligation nor revenue bond borrowers have such consistency.

And without a standard set of metrics and definitions, making comparisons between borrowers can be difficult. In the municipal bond market, a rose is a rose is a rose in an onion. Apologies to Gertude Stein .

No wonder this market is so often described as opaque.

Granted, with default rates counted to the right of the decimal point, there’s likely some wiggle room in those comparisons without risk of catastrophic error. Additionally, it’s not completely a free-for-all. State and local governments prepare an extensive, detailed Annual Comprehensive Financial Report (ACFR), which include 10-year trends in finances, economics, demographics, and operations.

Bristling with this information, it's not uncommon for these reports to weigh in at two hundred pages or more. The financial statements included are prepared according to standards established by the Governmental Accounting Standards Board ( GASB ). Equally, revenue bond issuers or borrowers generally adhere to Generally Accepted Accounting Principles in their financial reporting.

All well and good if the data in the annual financial reports and ACFRs was disclosed digitally in a structured, machine readable form. But of the 50,000 or more bond issuers reporting, you can count on one hand the one’s who do. Which introduces the fourth issue.

Magical fairy with dust glitters

Factor Four. This is where it gets patently bizarre. Nearly every governmental entity from hamlets to states manage their finances in digital form—be it an Excel spreadsheet to OpenGov’s robust cloud based software. Yet in disclosure filings, this data is reconstituted into decades-old PDF technology. A PDF is a picture, everything in it pixels. It’s unstructured, not digital, not readily machine readable. Numbers and text are trapped as insects in amber.

The result? Municipal bond investors are compelled to unscramble the pixelated PDF disclosure egg to get data sort-of back to its digital form. It’s an absurdity that even Samuel Beckett and Eugene Ionesco combined couldn’t make up.

If you’re using AI machine learning or deep learning models (the latter a subset of the former) to parse data in the municipal bond market and you’ve already determined financials are not particularly salient in pricing or risk analysis, why bother at all jumping through these hoops to get them?

It's about time.

Factor Five. In an excellent ongoing series of reports from the University of Illinois-Chicago and Merritt Research Services, Credit Rating and Geography: Examining the Timeliness of Municipal Bond Audits , authors Deborah Carroll and Richard Ciccerone document the numerous problems of lagging disclosure in grim detail. The median audit time for all municipal bond sectors has increased nearly 10.5% over the last decade or so, from 152 days in 2011 to 168 days in 2022. This marks a 12-year high, despite repeated transparency concerns brought by municipal bond investors and government watchdog groups alike.

Summary judgement

Summary Judgement

Let’s summarize. Nearly undetectable default rates, ratings unattached to quantifiable risk probabilities, lack of a standardized disclosure taxonomy, reporting in cumbersome non-machine readable formats, and audits running nearly six-months past the close of the fiscal year.

Is it any wonder AI streams by traditional credit metrics like a river flowing around a rock? The rock stays stuck. The river moves on.

In the next piece on AI and the Municipal Bond Market, Can AI Make Credit Relevant?

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