--- title: Decode Reviews meta\_title: 'Decode Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 51 reviews by the users' company size, role or industry to find out how Decode works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 51 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- ### Decode Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users praise Decode for its **intuitive interface** , making navigation and task performance effortless and efficient. [(12 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162461&qs=pros-and-cons#reviews) Users highlight Decode's **seamless integration capabilities** , enabling effortless navigation and enhanced productivity in consumer insights research. [(6 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1161759&qs=pros-and-cons#reviews) Users appreciate the **intuitive interface and useful features** of Decode, significantly enhancing their productivity and workflow. [(5 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162877&qs=pros-and-cons#reviews) Users value the **AI-powered assistant** of Decode for its ability to streamline data analysis and insights extraction. [(5 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162539&qs=pros-and-cons#reviews) Users praise the **analytics capabilities** of Decode for transforming strategic planning and enhancing customer experience insights. [(4 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162406&qs=pros-and-cons#reviews) Users note the **complexity of features** , making initial setup and mastering the platform challenging but eventually rewarding. [(4 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1161642&qs=pros-and-cons#reviews) Users find the **dashboard issues** frustrating, calling for simplification and improved data accuracy for better analysis. [(3 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162775&qs=pros-and-cons#reviews) Users find the **learning curve steep** initially, noting a need for better tutorials to master Decode’s advanced features. [(3 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1163039&qs=pros-and-cons#reviews) Users find the **user interface not user-friendly** , often struggling to locate specific tools and reports efficiently. [(3 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162607&qs=pros-and-cons#reviews) Users note a **steep learning curve** initially, making it challenging for new users to adapt effectively. [(3 mentions)](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1163017&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Decode ##### 1. Ease of Use Users praise Decode for its **intuitive interface** , making navigation and task performance effortless and efficient. [ See 12 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162461&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 5.0/5 "AI Tech Enhances Our Consumer Insights" What do you like about Decode? The integration of Predictive AI alongside Emotion and Behavior AI in Decode is fantastic. It allows us to forecast consumer trends and behaviors, whi ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 5.0/5 "Comprehensive consumer insight at the fingertips" What do you like about Decode? Decode's ability to provide a comprehensive understanding of consumer experiences using behavioral and emotional data is unmatched. The integration of ##### 2. Integrations Users highlight Decode's **seamless integration capabilities** , enabling effortless navigation and enhanced productivity in consumer insights research. [ See 6 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1161759&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 5.0/5 "AI Tech Enhances Our Consumer Insights" What do you like about Decode? The integration of Predictive AI alongside Emotion and Behavior AI in Decode is fantastic. It allows us to forecast consumer trends and behaviors, whi ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 5.0/5 "Comprehensive consumer insight at the fingertips" What do you like about Decode? Decode's ability to provide a comprehensive understanding of consumer experiences using behavioral and emotional data is unmatched. The integration of ##### 3. Features Users appreciate the **intuitive interface and useful features** of Decode, significantly enhancing their productivity and workflow. [ See 5 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162877&qs=pros-and-cons#reviews) See Related User Reviews ![Archit V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Archit V.") AV Archit V. Enterprise (\> 1000 emp.) 5.0/5 "Transforming Customer Research" What do you like about Decode? The AI interpretation and notation tools from Decode are exceptional. They have dramatically streamlined the time required for processing focus interv ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") T Verified User Small-Business (50 or fewer emp.) 4.5/5 "User-friendly and Reliable" What do you like about Decode? Decode has an intuitive interface and many useful features. It offers tools to enhance productivity significantly. I can effortlessly navigate through ##### 4. Insights Users value the **AI-powered assistant** of Decode for its ability to streamline data analysis and insights extraction. [ See 5 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162539&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 5.0/5 "Comprehensive consumer insight at the fingertips" What do you like about Decode? Decode's ability to provide a comprehensive understanding of consumer experiences using behavioral and emotional data is unmatched. The integration of AM Adarsh M. Mid-Market (51-1000 emp.) 5.0/5 "Best Qualitative Research Platform" What do you like about Decode? The facial coding and eye tracking technology insights via webcam was truly mindblowing ##### 5. Analytics Users praise the **analytics capabilities** of Decode for transforming strategic planning and enhancing customer experience insights. [ See 4 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162406&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 5.0/5 "AI Tech Enhances Our Consumer Insights" What do you like about Decode? The integration of Predictive AI alongside Emotion and Behavior AI in Decode is fantastic. It allows us to forecast consumer trends and behaviors, whi ![Archit V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Archit V.") AV Archit V. Enterprise (\> 1000 emp.) 5.0/5 "Transforming Customer Research" What do you like about Decode? The AI interpretation and notation tools from Decode are exceptional. They have dramatically streamlined the time required for processing focus interv ### 5 Cons or Disadvantages of Decode ##### 1. Complexity Users note the **complexity of features** , making initial setup and mastering the platform challenging but eventually rewarding. [ See 4 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1161642&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") T Verified User Small-Business (50 or fewer emp.) 4.5/5 "User-friendly and Reliable" What do you dislike about Decode? Some users may find the initial setup challenging due to the complexity of features and functionalities. ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.0/5 "A must have for UX Teams" What do you dislike about Decode? The UI could be a bit more intutive. There are many features packed in that, it can feel overwhelming at first, but with time, it becomes easier to na ##### 2. Dashboard Issues Users find the **dashboard issues** frustrating, calling for simplification and improved data accuracy for better analysis. [ See 3 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162775&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Mid-Market (51-1000 emp.) 4.5/5 "Helps us to gather insights we need quickly and efficiently" What do you dislike about Decode? The Decode dashboard could be enhanced better. ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Small-Business (50 or fewer emp.) 3.5/5 "Unlock consumer research potential" What do you dislike about Decode? The dashboard needs to be simplified for easier analysis by users. ##### 3. Learning Curve Users find the **learning curve steep** initially, noting a need for better tutorials to master Decode’s advanced features. [ See 3 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1163039&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 5.0/5 "Comprehensive consumer insight at the fingertips" What do you dislike about Decode? The learning curve was a bit steep initially, especially with the advanced features, but once mastered, the platform is incredibly powerful ![Neeraj N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Neeraj N.") NN Neeraj N. Enterprise (\> 1000 emp.) 5.0/5 "Essential for comprehensive customer experience research" What do you dislike about Decode? Some features could benefit from more detailed tutorials to help new users fully leverage the platform’s capabilities. ##### 4. Not User-Friendly Users find the **user interface not user-friendly** , often struggling to locate specific tools and reports efficiently. [ See 3 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1162607&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 5.0/5 "AI Tech Enhances Our Consumer Insights" What do you dislike about Decode? The user interface, while powerful, could be more intuitive. It sometimes takes a bit longer to find the specific tools or reports we need. ![Amey S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Amey S.") AS Amey S. Mid-Market (51-1000 emp.) 5.0/5 "Robust tool for continuous consumer feedback" What do you dislike about Decode? The interface for continuous feedback could be more intuitive, but the insights provided are well worth the effort. ##### 5. Steep Learning Curve Users note a **steep learning curve** initially, making it challenging for new users to adapt effectively. [ See 3 mentions ](https://www.g2.com/products/entropik-decode/reviews?filters%5Bsentiment_snippet%5D=1163017&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 5.0/5 "Comprehensive consumer insight at the fingertips" What do you dislike about Decode? The learning curve was a bit steep initially, especially with the advanced features, but once mastered, the platform is incredibly powerful ![Neeraj N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Neeraj N.") NN Neeraj N. Enterprise (\> 1000 emp.) 5.0/5 "Essential for comprehensive customer experience research" What do you dislike about Decode? 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"Required Tool for User Research" 4/5 What do you like best about Decode? The click tracking feature is invaluable for analyzing user interactions with our digital interfaces. Review collected by and hosted on G2.com. What do you dislike about Decode? Better interface will make it easy to work Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? The click tracking data has been extremely beneficial in understanding user behavior on our platform. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Banking](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Banking") GB Verified User in Banking Mid-Market (51-1000 emp.) 6/3/2024 Guest users or non-business users of the software, not included in G2 scores. "Perfect for mobile user experience optimization" 4.5/5 What do you like best about Decode? The straightforward process of testing mobile apps and receiving immediate user feedback. Review collected by and hosted on G2.com. What do you dislike about Decode? Some features for mobile app testing could be more intuitive. Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? It allows us to optimize our mobile user experience efficiently, leading to higher user satisfaction. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Alternative Medicine](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Alternative Medicine") GA Verified User in Alternative Medicine Mid-Market (51-1000 emp.) 6/10/2024 Guest users or non-business users of the software, not included in G2 scores. "Qatalyst Review" 4/5 What do you like best about Decode? UI looks very good and the user fireindly ease of implementation customer support Review collected by and hosted on G2.com. What do you dislike about Decode? Nothing just improbe the stability and smoothnesss ease of implementation Customer support Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? bug fixing and Quality Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: In-app ![Reshab A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Reshab A.") RA Reshab A. Content Writer Small-Business (50 or fewer emp.) 2/29/2024 "Good platform for UI/UX Research" 4.5/5 What do you like best about Decode? Qatalyst is designed to be a simple and user-friendly platform, making it accessible to researchers and businesses of all levels of expertise. Review collected by and hosted on G2.com. What do you dislike about Decode? A little too complex for a first-time user. Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? More informed decision-making based on comprehensive data analysis. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Mid-Market (51-1000 emp.) 5/27/2024 "Budding Research Tool" 3.5/5 What do you like best about Decode? Sentiment ANalysis , Quick upload of recording, Easy one stop repository Review collected by and hosted on G2.com. What do you dislike about Decode? Has a lot of bugs Still budding compared to pricing Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? helped in creating video repository of multiple languages Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite PS Pranav S. Mid-Market (51-1000 emp.) 11/3/2023 "Decode to be made more user friendly.." 3.5/5 What do you like best about Decode? Provides a platform to add in the technology factor in any market research study. Review collected by and hosted on G2.com. What do you dislike about Decode? The accuracy of the data we achieve can be improved, and we can also provide a rather simple dashboard with all the data emotions shown without any complications. Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? Decode is helping us capture the emotional part of the consumer in the survey. As we have this solution in hand, we can propose to our client this technology, which can be added as an additional tech feature along with the normal survey in the study. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Small-Business (50 or fewer emp.) 11/8/2023 "One of the best UI UX analysis platforms out there!" 5/5 What do you like best about Decode? 1. Pre made templates are really good! 2. Ease of use of the platfomr 3.Survey builder and audience builder is on par with industry leaders 4.Share options are quick and can be shared via multiple methods 5. Good customer support Review collected by and hosted on G2.com. What do you dislike about Decode? 1. Takes time to load sometimes 2. There is a learning curve if you want to master the platform Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? We use Qatalyst for user research and surveys. We are able to understand our target audience better and what can be done with our product. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Small-Business (50 or fewer emp.) 2/27/2024 "All research aspects including Quant. Qual and diary" 4.5/5 What do you like best about Decode? Ease of Use and less support needed. Every possible research can be done on the platform so you don't have to pay for the separate tools. Review collected by and hosted on G2.com. What do you dislike about Decode? Shopper and media testing is still being planned Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? Primarily Unmoderated research but Decode has eye tracking and facial coding technologies along with quant where you pay alot to companies like Qualtrics Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic AR Aman R. Mid-Market (51-1000 emp.) 2/27/2024 "Good feature to track and monitor user activity on your platform" 3.5/5 What do you like best about Decode? Eyeball tracking, face expression tracking Review collected by and hosted on G2.com. What do you dislike about Decode? Not compatible with old devices it seems Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? Where is user focusing the most Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Consumer Goods](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Goods") UC Verified User in Consumer Goods Small-Business (50 or fewer emp.) 11/30/2023 "Unlock consumer research potential" 3.5/5 What do you like best about Decode? It is user-friendly and offers a variety of features that facilitate the exploration of consumer insights. Review collected by and hosted on G2.com. What do you dislike about Decode? The dashboard needs to be simplified for easier analysis by users. Review collected by and hosted on G2.com. What problems is Decode solving and how is that benefiting you? It supports our traditional research and helps us enhance our understanding of customers. Review collected by and hosted on G2.com. 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