At some point, every company wants to test a new product, service, or idea. But what’s the best way to do that? Many organizations use focus groups or other types of research methods. However, these approaches can be time-consuming and costly for smaller companies with limited resources. In this article, we’ll explore monadic testing—a type of market research method that allows you to quickly evaluate your ideas before investing in them. You’ll learn why it’s so effective and how you can use it in your organization today.

What Is Monadic Testing?

Monadic testing is a research methodology helpful in testing the viability of new products, features, or marketing strategies. In monadic testing, participants are given one task or problem to solve before being asked to perform another task or solve another problem.

This approach can help organizations to optimize their ideas before investing money and time into a product or service.

There are three types of monadic testing: sequential monadic testing, split cell, and split testing. You can use these methods to test any type of idea or concept.

Sequential Monadic

Sequential monadic testing is a variation of monadic testing where each respondent has all potential options or a limited number, followed by the same evaluation questions for each. It differs from monadic testing in that while only one stimulus is shown at a time, an alternative design is also shown. 

The sample size for sequential monadic tests can be much smaller as individual respondents can provide answers for multiple options.

Split-Cell Monadic

Split-cell monadic testing is a form of monadic testing where each respondent sees only one concept at a time. This allows the researcher to ask follow-up questions about the concept.  

In split-cell monadic tests, each respondent considers one idea at a time. This means that adding additional options to each cell requires an additional sample of respondents.

Split Testing

Split testing is a type of monadic testing that looks at two versions of an asset—a web page or email, for example—to learn which styles and formats work best for the audience. 

Audiences will compare a format that has proven its worth with a variation of that format. Ultimately, the asset with the highest conversion rate is declared the winner.

When To Use Monadic Testing

Have you ever seen a product and thought, “Hey, I like this idea. But it’s missing something…”? Monadic concept tests are the perfect way to determine those things.

With monadic concept testing, you can get a detailed look at how consumers feel about your product in its current form—and then ask them how they’d like to see it evolve. This information will help you identify areas where your product needs improvement—and maximize its appeal!

Monadic price testing is also an effective tool for researching individual products and their prices. By focusing on one specific product and asking questions about acceptance or intent (rather than a broader range of options), you can gain insights into how people feel about this particular item at different prices.

While monadic surveys are great, it’s worth noting that they can be expensive and time-consuming too.

Use a monadic survey when:

  • You have a few options you want to test
  • There are multiple metrics per concept
  • You can access a large sample 
  • You have time

Benefits Of Monadic Testing

Monadic testing can help you ensure that your product is providing value to users in a way that aligns with their needs and preferences. It also ensures that the features of your product are being used by users as intended.

Benefits Of Monadic Testing

1) Helps You Learn About Your Target Audience: To build a successful product, you must first learn about your target audience and build a relationship with them. Monadic testing allows you to do just that by offering insights into how people think about the world around them, their experiences with a product, and how they use it in everyday life.

2) Improves User Experience: When done correctly, monadic testing can help improve user experience by assisting companies to make changes based on what customers want rather than what they think they want.

3) Time Efficient: Monadic testing is a way to try out your product idea before you invest resources into making it a reality. Use monadic tests at any stage in the product development lifecycle to help you decide what to do next.

4) High-Quality Results: Monadic testing helps organizations produce higher-quality results with fewer resources than traditional beta tests by using statistically significant sample sizes and individualizing each participant’s product or service. There are no duplicates of usage issues, so it is easier to detect and fix problems early in your design process.

5) Less Bias: A significant advantage of monadic testing is that research participants only see one idea at a time, eliminating bias based on other ideas being tested. 


Monadic testing is valuable for obtaining feedback about a product or its price without influencing other products. The benefits of this method include customer insights, time efficiency, reduced bias, user-friendliness, and accurate results.

Monadic survey research should be a primary consideration for pricing and concept research because of its ability to produce high-quality data, even at a higher cost.

With Conjointly, you will gain actionable insights and access to millions of respondents. Plus, you’ll get support from experienced researchers and easy-to-use advanced tools such as conjoint analysis and monadic tests. Get it on the FC Exchange today.