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Message testing: A definitive guide (2024)

This guide covers what is message testing, the various message testing methods, the best tools to use, and examples of message testing questions.

January 13, 2024
Team Blitzllama

Product teams often struggle with the challenge of crafting messages that truly resonate with their audience. 

Uncertainty looms as teams invest time and effort into messaging, only to wonder if it will hit the mark. 

Understanding this struggle is crucial; empathy arises for teams seeking assurance that their messages will connect and drive engagement. 

This article provides a clear roadmap for product teams, offering actionable insights and proven strategies to ensure messages not only resonate but captivate. 

What is message testing?

Message testing is a crucial process for product teams. It involves evaluating the effectiveness of communication strategies to convey a specific message. 

Teams test messages to ensure clarity, resonance, and impact. This proactive approach helps in understanding how the audience perceives the message, identifying potential misinterpretations, and refining communication for maximum effectiveness. 

Message testing

Message testing typically involves surveys, focus groups, or A/B testing to gather valuable insights. By systematically assessing messaging, product teams can enhance customer understanding, improve engagement, and boost overall communication effectiveness, ultimately contributing to the success of the product in the market.

Now that we understand the essence of message testing, let's explore why it is indispensable for product teams striving to connect meaningfully with their audience.

Why do you need message testing?

In the competitive landscape of product development, understanding your audience's response to your messages is key. 

Message testing provides valuable insights into what resonates with your users, enabling you to tailor your communication for maximum impact. 

By identifying and addressing potential misunderstandings or misinterpretations early on, product teams can optimize their messaging strategy.

As we delve into the reasons behind the necessity of message testing, we'll now explore its specific importance for product teams and user research teams.

Importance of message testing for product teams and user research teams

For product teams and user research teams, the significance of message testing cannot be overstated. It serves as a strategic tool to refine communication, ensuring that the intended messages align with user expectations. 

Importance of message testing

By incorporating user feedback, teams can enhance their understanding of audience preferences, leading to more effective product development:

1) Deeper understanding of user needs:

Message testing serves as a crucial tool for product teams and user research teams in gaining profound insights into user needs. 

By tapping into a rich qualitative data source, researchers go beyond mere identification of needs, delving into the realm of understanding how users think and feel about those needs. 

This nuanced comprehension fuels the creation of robust user personas and empathy maps, enhancing the effectiveness of various research tools. 

Consequently, teams can align their product development strategies more closely with the genuine needs and perspectives of their target audience.

2) Validation of research findings:

The validation of research findings is a pivotal aspect of message testing, reinforcing the credibility and impact of the research on product decisions. 

By putting research-derived messages to the test, teams ascertain whether these messages effectively translate into clear and compelling communication for the intended audience. 

This validation process not only bolsters the trustworthiness of the research but also ensures that the communication strategies are in sync with the preferences and understanding of the target audience, ultimately contributing to more informed and impactful product decisions.

3) Increased adoption and engagement:

Effective messaging is a catalyst for higher adoption and increased user engagement. Through message testing, teams can refine and optimize communication to clearly convey the product's value proposition. 

When messages resonate with the target audience, they act as persuasive tools, driving users to sign up, remain active, and contribute to better retention rates. 

This direct correlation between effective messaging and user actions underscores the pivotal role of message testing in influencing metrics that are crucial to the success of a product.

4) Reduced development costs:

Clear messaging is a preventive measure against wasted resources and development costs. Message testing ensures that teams are constructing products tailored precisely to the preferences and comprehension levels of the intended audience. 

By eliminating ambiguity and ensuring clarity in communication, teams sidestep the pitfalls of developing features that users might not find valuable or comprehend. 

This proactive approach not only safeguards against unnecessary costs but also streamlines the development process, allowing teams to focus resources on building features that truly resonate with users.

5) Improved product direction:

Testing different messages unveils invaluable insights into user needs and preferences, acting as a compass for steering product direction. 

The feedback generated from message testing serves as a guide for refining and prioritizing features in the product roadmap. 

Armed with a deeper understanding of how users respond to different messages, product teams can make informed decisions, ensuring that the product evolves in a direction aligned with user expectations. 

Ultimately, this iterative process facilitates the creation of products that genuinely cater to user needs and preferences, fostering sustained success in the competitive landscape.

Now, let's narrow our focus to the realm of B2C SaaS product development and examine the unique importance of message testing in this context.

Importance of message testing in consumer and SaaS product development

In the fast-paced world of B2C SaaS product development, effective messaging is a linchpin. Message testing becomes a strategic tool to engage and captivate users, ensuring that the product's value proposition is crystal clear. This is crucial for gaining a competitive edge and fostering customer loyalty in a crowded market:

Importance of message testing in consumer and SaaS product development

1) Enhances user adoption and engagement

Effective message testing is pivotal in B2C SaaS product development as it propels user adoption and engagement. 

Clear, concise, and compelling messaging acts as a guiding beacon, aiding users in comprehending the product's value proposition and key features seamlessly. 

By identifying and rectifying confusing language through message testing, the risk of user frustration is mitigated, ensuring alignment with user expectations and pain points. 

This, in turn, encourages users to explore the product further, fostering adoption and engagement.

2) Boosts conversion rates

In the realm of B2C SaaS product development, well-tested messaging plays a critical role in boosting conversion rates. 

Employing A/B testing for different call-to-action (CTA) variations allows for the identification of optimal wording and placement. 

This precision in messaging significantly increases the likelihood of desired user actions, whether it be sign-ups, purchases, or other conversions. 

By optimizing messaging to resonate with the audience, the return on investment for development efforts is maximized, creating a more efficient and effective conversion process.

3) Strengthens brand identity and differentiation

Message testing is instrumental in solidifying brand identity and differentiation in the competitive landscape of B2C SaaS. 

Consistent and impactful messaging, refined through testing, establishes a strong brand voice that resonates with the target audience. 

This differentiation from competitors is crucial for standing out in the market. 

Through continuous message testing, the brand identity evolves, fostering trust and loyalty among users. 

This long-term commitment to a distinctive brand identity contributes significantly to the overall success of the product.

4) Improves user satisfaction and retention

Clear and tested messaging directly correlates with improved user satisfaction and retention rates in B2C SaaS product development. 

By eliminating confusion and friction points through message testing, users experience a smoother journey. 

This heightened satisfaction contributes to increased user retention, as happy users are more likely to become loyal advocates. 

Positive word-of-mouth generated by satisfied users becomes a powerful driver for organic growth, showcasing the crucial role message testing plays in shaping user experiences.

5) Provides valuable user insights

Beyond immediate improvements, message testing in B2C SaaS product development serves as a rich source of invaluable user insights. 

Observing user interactions with various messaging variations yields a deep understanding of preferences, pain points, and expectations. 

These insights, gleaned from the testing process, inform strategic decisions in subsequent product development cycles. 

By aligning features and functionalities with user needs identified through testing, product teams ensure a user-centric approach that resonates with their audience, creating a cycle of continuous improvement.

With a clear understanding of the importance of message testing, let's now explore how to perform message testing in a structured and effective manner.

How to perform message testing?

Performing message testing involves a systematic approach. From defining the message to selecting the message, each step plays a crucial role. By following a structured process, product teams can gather valuable insights that inform and optimize their messaging strategy:

Perform message testing

Step 1: Prepare the message

Before diving into message testing, ensure your message is clear, concise, and aligns with your product goals. Here are key pointers:

Clarity is key: Craft a message that is easy to understand. Avoid jargon and complex language that may confuse your audience.

Consistency matters: Ensure your message aligns with your brand identity. Consistent messaging builds trust and recognition.

Highlight benefits: Clearly articulate the value and benefits of your product. Focus on addressing the needs and pain points of your target audience.

Step 2: Choose the message testing method

Selecting the right testing method is crucial for obtaining meaningful insights. Consider the following:

A/B testing: Compare two versions of your message to determine which performs better. This method is effective for refining specific elements of your message.

Surveys and feedback forms: Gather direct feedback from your audience through surveys. Ask questions about message clarity, appeal, and relevance.

Focus groups: Bring together a small, diverse group of individuals to discuss and provide insights on your message. This qualitative approach offers in-depth understanding.

Step 3: Prepare the questions

Crafting the right questions is essential for extracting valuable feedback. Consider the following:

Open-ended questions: Encourage detailed responses. For example, ask participants to share their thoughts on the message and suggest improvements.

Scale-based questions: Use rating scales to quantify perceptions. Ask participants to rate the clarity, persuasiveness, and overall impact of the message.

Demographic questions: Collect information about participants' demographics to analyze how different segments respond to the message.

Intermediate step: Setting up the test

Before conducting the test, ensure you've established key parameters:

Define your audience: Identify your target audience. Tailor your message testing to align with the characteristics and preferences of this group.

Sample size: Determine an appropriate sample size. A larger sample provides more reliable insights but consider the resources available for testing.

Timing: Choose the right time to conduct the test. Factors like seasonality or industry events may influence how your message is perceived.

Step 4: Conduct the test and analyze the results

Once you've set up the test, execute it systematically and analyze results efficiently:

Execute methodically: Follow the testing method chosen in a controlled environment. Ensure consistency in how messages are presented and measured.

Quantitative analysis: For A/B testing and surveys, use statistical analysis to interpret quantitative data. Identify patterns and statistically significant differences between message variations.

Qualitative insights: In focus groups, pay attention to qualitative insights. Analyze participant discussions for recurring themes and sentiments regarding your message.

Step 5: Integrating message testing into product development

The final step involves integrating your findings into the product development process:

Iterate based on feedback: Use the feedback received to refine your message. Address identified weaknesses and leverage strengths to enhance overall effectiveness.

Continuous testing: Message testing is an ongoing process. As your product evolves, regularly test messages to ensure they remain aligned with your audience's preferences and market dynamics.

Cross-functional collaboration: Foster collaboration between marketing, design, and product teams. Ensure that insights from message testing are shared and inform decision-making across departments.

Now that we've outlined the process of message testing, let's delve into specific methods used in this crucial practice.

Message testing methods

Message testing employs various methods to gauge audience responses. These can include surveys, focus groups, and A/B testing among others. Each method offers unique advantages in assessing different aspects of messaging effectiveness. 

By choosing the right combination of methods, product teams can gain comprehensive insights into user perceptions:

1) Surveys

Surveys are structured questionnaires designed to collect feedback and opinions from users about a product or feature. They help product teams understand user preferences, identify areas for improvement, and gather valuable insights.



  • Surveys are beneficial during different product development stages, such as initial concept validation, beta testing, or post-launch evaluations.
  • Use surveys when aiming to gather quantitative data on a large scale to make informed decisions based on user opinions.


  • Design clear and concise questions to avoid confusion and ensure accurate responses.
  • Utilize online survey platforms for easy distribution and data collection.
  • Analyze survey results systematically to identify patterns and trends.
  • Iterate survey questions based on the evolving needs of the product and target audience.

2) A/B Testing

A/B testing involves presenting two or more variations (A and B) of a product or feature to different user groups to determine which performs better. This method helps in optimizing design elements, user experience, and overall product performance.

A/B Testing
Source: Justinmind


  • A/B testing is most effective during the later stages of development when there are distinct design or feature options to compare.
  • Employ A/B testing when seeking data-driven insights into user behavior and preferences.


  • Clearly define the objectives and metrics to measure (e.g., click-through rates, conversion rates).
  • Randomly assign users to different variations to ensure unbiased results.
  • Monitor and analyze user interactions with each variation.
  • Implement the findings to enhance the final product, considering the preferences of the majority.

3) Preference Test

Preference tests focus on understanding user preferences by presenting them with different design options, features, or content variations. This method helps product teams make informed decisions based on user choices.

Preference Test
Source: cheyp


  • Conduct preference tests when there are specific design or feature alternatives, and the team wants to prioritize the most appealing option.
  • Use preference tests iteratively throughout the development process to refine and align the product with user expectations.


  • Present users with multiple options and ask them to choose their preferred one.
  • Use visual aids like wireframes or prototypes to clearly convey design or feature variances.
  • Collect both quantitative data (preferences) and qualitative insights (reasons behind choices).
  • Iterate based on user feedback, ensuring the final product aligns with user preferences.

4) 5-Second Test

A 5-second test is a quick and effective method to assess the immediate impact and clarity of a message or design element. It helps determine if users can understand the core message within a brief glance, simulating real-world scenarios where attention spans are limited.

5-Second Test
Source: FlowMapp


  • Utilize the 5-second test during the early stages of design and before the product's launch.
  • Implement this test when refining key messages or assessing the visual appeal of critical elements in your product.


  • Choose a representative sample of your target audience.
  • Show them the message or design for 5 seconds and then ask specific questions about what they recall.
  • Analyze the responses to identify areas of confusion or elements that need improvement.

5) Prototype Test

A prototype test involves creating a prototype of your product to evaluate its functionality, usability, and overall user experience. It allows you to gather valuable feedback before investing heavily in the development process.

Prototype Test


  • Conduct proptype tests during the mid to later stages of product development, when a tangible prototype is available.
  • Use this method to validate assumptions, user flows, and the overall user interface.


  • Develop a prototype that closely resembles the final product.
  • Recruit users from your target audience to interact with the prototype and perform specific tasks.
  • Collect feedback on usability, identify pain points, and make necessary adjustments based on user insights.

6) Heatmaps

Heatmaps visually represent user interaction by highlighting areas of a webpage or design that receive the most attention or engagement. They provide valuable insights into user behavior and help optimize the placement of key messages.

Source: VWO


  • Implement heatmaps during the post-launch phase of your product or after major updates.
  • Use them to understand how users engage with your product and to identify areas for improvement in message placement.


  • Integrate heatmap tools into your website or application.
  • Analyze the generated heatmaps to identify hotspots and cold zones.
  • Adjust message placement based on the heatmap data to ensure critical messages receive optimal visibility.

7) Focus Groups

Focus groups involve gathering a diverse group of individuals to discuss and provide feedback on your product. They offer qualitative insights into user preferences, perceptions, and attitudes.

Focus groups


  • Conduct focus groups during the early stages of product development and after initial releases.
  • Use them to explore user reactions, gather diverse perspectives, and identify potential improvements.


  • Select a representative sample of your target audience.
  • Facilitate a discussion around key aspects of your product, including messages, features, and overall user experience.
  • Collect qualitative feedback and use it to refine your product based on user preferences and expectations.

Moving forward, let's explore some examples of message testing questions to guide product teams in their evaluation process.

Example of message testing questions

Crafting effective message testing questions is an art. These questions should be designed to extract meaningful insights about how your audience interprets and reacts to your messages. Let's explore some examples that showcase the types of questions commonly used in message testing scenarios:

1) UI text

Effective UI text is crucial for user engagement. The questions below focus on key factors such as value proposition, relevance, clarity, urgency, anxiety, and distraction.

UI text
Source: UXPlanet

Value proposition:

  • Does the UI text clearly communicate the value proposition of the feature or action?
  • Is the language used aligned with the user's needs and expectations?


  • Are the UI messages contextually relevant to the user's current task or situation?
  • Does the UI text guide users without overwhelming them with unnecessary information?


  • Are the instructions in the UI text concise and easy to understand?
  • Can users easily grasp the purpose of the UI element without confusion?


  • Does the UI text create a sense of urgency when needed, without inducing unnecessary anxiety?
  • Are error messages presented in a way that guides users to a solution rather than causing frustration?

2) Product description

A compelling product description is essential for attracting and retaining users. The following questions focus on refining the product description for maximum impact.

Product description

Value proposition:

  • Does the product description clearly articulate the unique value proposition of the product?
  • Are the benefits of using the product highlighted in a way that resonates with the target audience?


  • Is the product description tailored to address the specific needs and pain points of the target users?
  • Does the language used in the product description align with the brand and its identity?


  • Are technical aspects of the product explained in a manner that is accessible to users with varying levels of expertise?
  • Is jargon minimized to ensure the product description is easily comprehensible?


  • Does the product description create a sense of urgency without overwhelming the user?
  • Are there elements in the description that may distract users from the core benefits of the product?

3) Landing Page

A well-crafted landing page is instrumental in converting visitors into users or customers. The questions below address the critical elements that contribute to a landing page's effectiveness.

Landing Page

Value proposition:

  • Does the landing page clearly communicate the unique value proposition of the product or service?
  • Are the primary calls-to-action aligned with the user's expectations and needs?


  • Is the content on the landing page tailored to the specific audience targeted by the product?
  • Are visual elements supporting the text and enhancing the overall relevance?


  • Is the layout of the landing page intuitive, guiding users seamlessly towards the desired actions?
  • Are any potential sources of confusion, such as conflicting information, addressed?


  • Does the landing page leverage urgency effectively to encourage immediate action?
  • Are there elements that may create unnecessary anxiety and hinder the user's decision-making process?

4) Marketing copy

The marketing copy plays a pivotal role in shaping the perception of a product or service. The questions below focus on ensuring the marketing copy effectively communicates the brand message.

Marketing copy

Value proposition:

  • Does the marketing copy convey a clear and compelling value proposition that distinguishes the brand from competitors?
  • Are the key features/benefits highlighted in a way that resonates with the target audience?


  • Is the marketing copy tailored to different segments of the target audience, addressing their specific needs?
  • Does the language used align with the brand's identity and the preferences of the target audience?


  • Is the marketing copy free from ambiguity and able to be easily understood by a diverse audience?
  • Are any industry-specific terms or jargon explained to enhance clarity?


  • Does the marketing copy create a sense of urgency without resorting to manipulative tactics?
  • Are there elements in the copy that may distract the audience from the core message or call-to-action?
  • By incorporating these questions into message testing, product teams can iteratively refine their content, ensuring it resonates with users and maximizes the impact of their communication efforts.

Now that we've seen examples of message testing questions, let's explore the tools that facilitate this critical process for product teams.

Best tools for message testing

Choosing the right tools can significantly streamline the message testing process. From survey platforms to A/B testing tools, a variety of options cater to different aspects of evaluation. 

Utilizing these tools empowers product teams to efficiently collect, analyze, and act upon user feedback, ultimately enhancing the effectiveness of their messaging strategies:

1) Blitzllama

Best tool for message testing

Blitzllama stands out as a robust tool for in-product surveying, offering product teams a seamless way to collect valuable user feedback. With its user-friendly interface, Blitzllama allows teams to craft and deploy surveys directly within their products. This real-time approach ensures that feedback is captured in the user's moment of interaction, providing insights that are immediate and authentic. The tool's analytics dashboard empowers product teams to analyze survey data effortlessly, aiding in the identification of pain points and areas for improvement.

2) Wynter


Wynter is a game-changer in the realm of message testing, specializing in evaluating the effectiveness of copy and messaging strategies. This tool enables product teams to conduct audience research by presenting target users with different variations of messaging. Wynter's analytics then dissect user responses, shedding light on which messages resonate most. The platform's simplicity ensures that product teams can swiftly iterate on their messaging, ultimately enhancing communication strategies. By leveraging Wynter, product teams can align their messaging with user preferences, fostering stronger connections with their audience.

3) Hotjar


Hotjar proves indispensable for product teams seeking a comprehensive understanding of user behavior. This tool combines features like heatmaps, session recordings, and surveys to create a holistic view of how users interact with a product. With its intuitive interface, Hotjar allows teams to visualize user journeys, identify points of friction, and gather direct feedback. This multifaceted approach empowers product teams to make informed decisions based on real user experiences. Hotjar's real-time insights ensure that teams stay agile, responding promptly to user needs and continuously refining their products.

4) Maze


Maze emerges as a powerful tool for prototype testing, streamlining the process of gathering user feedback on design concepts. Product teams can seamlessly upload prototypes and define tasks for users to complete, allowing for a realistic assessment of user interactions. Maze's analytics deliver quantitative insights, such as task success rates and completion times, aiding teams in pinpointing design strengths and weaknesses. This tool's efficiency lies in its ability to rapidly validate design choices, enabling iterative improvements based on user preferences and behaviors.

5) Optimizely


Optimizely is a go-to tool for product teams engaged in A/B testing, allowing them to experiment with different variations and measure the impact on user engagement and conversion rates. With its user-friendly interface, Optimizely empowers teams to create and deploy experiments without requiring extensive technical expertise. The tool's real-time results provide actionable data, enabling product teams to make data-driven decisions swiftly. Optimizely's versatility makes it an invaluable asset for refining user experiences, ensuring that products are continually optimized based on user preferences and behaviors.


In conclusion, message testing emerges as a vital compass for product teams navigating the competitive landscape. By actively assessing and refining communication strategies, teams can ensure their messages resonate effectively with the intended audience. 

Through this definitive guide, product teams gain actionable insights into crafting compelling messages that drive engagement and conversions. Regular testing not only validates the impact of messaging but also empowers teams to adapt swiftly in dynamic markets. 

The journey of optimizing messages is a continuous loop, where proactive testing becomes the cornerstone of sustained success. Implementing these practices solidifies a robust foundation for product teams to communicate with clarity and connect meaningfully with their users.