--- title: Chattermill Reviews meta\_title: 'Chattermill Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 238 reviews by the users' company size, role or industry to find out how Chattermill works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 238 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Customer Service url: https://www.g2.com/categories/customer-service --- ### Chattermill Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users find Chattermill's **ease of use** exceptional, enabling quick access to valuable insights without extensive training. [(26 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1592736&qs=pros-and-cons#reviews) Users value the **real-time feedback management** of Chattermill, enhancing their ability to respond swiftly to customer reviews. [(24 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594249&qs=pros-and-cons#reviews) Users value the **clarity of customer insights** from Chattermill, enabling informed decisions and improved service strategies. [(22 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1593927&qs=pros-and-cons#reviews) Users value the **actionable insights** generated by Chattermill, which greatly enhance service quality and decision-making. [(21 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594275&qs=pros-and-cons#reviews) Users appreciate the **cleanliness and organization of reviews** in Chattermill, enhancing the analysis of customer feedback. [(17 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594071&qs=pros-and-cons#reviews) Users find **insufficient information** in Chattermill, noting a steep learning curve and a need for better guidance. [(8 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594161&qs=pros-and-cons#reviews) Users find the **interface not intuitive** , making it challenging to access insights and create dashboards efficiently. [(7 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1954791&qs=pros-and-cons#reviews) Users note that the **AI limitations** hinder insights and guidance, affecting the overall analytical experience. [(6 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1591799&qs=pros-and-cons#reviews) Users experience **inaccuracy** issues with Chattermill's AI, leading to misclassifications and unreliable insights at times. [(6 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1593883&qs=pros-and-cons#reviews) Users find the **complex usability** of Chattermill challenging, especially for occasional users and new adopters. [(5 mentions)](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1592631&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Chattermill ##### 1. Ease of Use Users find Chattermill's **ease of use** exceptional, enabling quick access to valuable insights without extensive training. [ See 26 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1592736&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.) 4.0/5 "Great tool to gather guest feedback" What do you like about Chattermill? What stands out the most now is the AI sentiment tagging. It goes beyond basic keyword matching to truly understand the context of what customers are ![Thomas Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Thomas Z.") TZ Thomas Z. Enterprise (\> 1000 emp.) 4.0/5 "Intuitive Feedback Analysis with Room for Deeper Insights" What do you like about Chattermill? I use Chattermill to analyze customer feedback and surface key trends and insights. What stands out most to me is how easy Chattermill is to use and h ##### 2. Feedback Management Users value the **real-time feedback management** of Chattermill, enhancing their ability to respond swiftly to customer reviews. [ See 24 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594249&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 "Organized and Tangible Feedback" What do you like about Chattermill? I appreciate the cleanliness and organization of reviews in Chattermill. It's helpful to see the differentiation between Retail and Web reviews, and I ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Simplified Customer Feedback Analysis" What do you like about Chattermill? I love Chattermill's ability to centralize and quickly analyze all customer feedback. Being able to use filters as needed really saves time. ##### 3. Customer Insights Users value the **clarity of customer insights** from Chattermill, enabling informed decisions and improved service strategies. [ See 22 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1593927&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 "A powerful NPS and Trustpilot monitoring tool" What do you like about Chattermill? Lots of functionality, in fact so much that I'm sure we're not even using 50% of it. We monitor our NPS and Trustpilot score via Chattermill ![Thomas Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Thomas Z.") TZ Thomas Z. Enterprise (\> 1000 emp.) 4.0/5 "Intuitive Feedback Analysis with Room for Deeper Insights" What do you like about Chattermill? I use Chattermill to analyze customer feedback and surface key trends and insights. What stands out most to me is how easy Chattermill is to use and h ##### 4. Insights Generation Users value the **actionable insights** generated by Chattermill, which greatly enhance service quality and decision-making. [ See 21 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594275&qs=pros-and-cons#reviews) See Related User Reviews ![Thomas Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Thomas Z.") TZ Thomas Z. Enterprise (\> 1000 emp.) 4.0/5 "Intuitive Feedback Analysis with Room for Deeper Insights" What do you like about Chattermill? I use Chattermill to analyze customer feedback and surface key trends and insights. What stands out most to me is how easy Chattermill is to use and h ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Simplified Customer Feedback Analysis" What do you like about Chattermill? I love Chattermill's ability to centralize and quickly analyze all customer feedback. Being able to use filters as needed really saves time. ##### 5. Feedback Users appreciate the **cleanliness and organization of reviews** in Chattermill, enhancing the analysis of customer feedback. [ See 17 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594071&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 "Organized and Tangible Feedback" What do you like about Chattermill? I appreciate the cleanliness and organization of reviews in Chattermill. It's helpful to see the differentiation between Retail and Web reviews, and I ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.0/5 "Simplified Customer Feedback Analysis" What do you like about Chattermill? I love Chattermill's ability to centralize and quickly analyze all customer feedback. Being able to use filters as needed really saves time. ### 5 Cons or Disadvantages of Chattermill ##### 1. Insufficient Information Users find **insufficient information** in Chattermill, noting a steep learning curve and a need for better guidance. [ See 8 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1594161&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.) 4.0/5 "Simplified Customer Feedback Analysis" What do you dislike about Chattermill? Some feedback can be better tagged. Observations can also be better reworked to avoid duplicates. ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Very user friendly tool" What do you dislike about Chattermill? Sometimes there are too much information ##### 2. Not Intuitive Users find the **interface not intuitive** , making it challenging to access insights and create dashboards efficiently. [ See 7 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1954791&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 "Organized and Tangible Feedback" What do you dislike about Chattermill? Not much to improve for my level of usage. Possibly an easy way to export data. ![Umberto T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Umberto T.") UT Umberto T. Enterprise (\> 1000 emp.) 5.0/5 "Intuitive Interface, Real-Time Insights" What do you dislike about Chattermill? None ##### 3. AI Limitations Users note that the **AI limitations** hinder insights and guidance, affecting the overall analytical experience. [ See 6 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1591799&qs=pros-and-cons#reviews) See Related User Reviews ![Daniel C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniel C.") DC Daniel C. Enterprise (\> 1000 emp.) 3.5/5 "Conceptually is Great - Still Needs some work" What do you dislike about Chattermill? I've notice data accuracy is not great, at times data will change from one month into the other. Also I hate that i cant export data in a way that's r ![Marley D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Marley D.") MD Marley D. Mid-Market (51-1000 emp.) 4.5/5 "Great service to compile customer feedback" What do you dislike about Chattermill? The phrasal analyis is getting better but could still use some work. I've found that it sometimes gets stuck on a certain theme. ##### 4. Inaccuracy Users experience **inaccuracy** issues with Chattermill's AI, leading to misclassifications and unreliable insights at times. [ See 6 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1593883&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.) 4.0/5 "Great tool to gather guest feedback" What do you dislike about Chattermill? Rigid dashboard customization: While the reports are helpful, the UI for building custom charts can feel a bit rigid. It sometimes requires a few work ![Daniel C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniel C.") DC Daniel C. Enterprise (\> 1000 emp.) 3.5/5 "Conceptually is Great - Still Needs some work" What do you dislike about Chattermill? I've notice data accuracy is not great, at times data will change from one month into the other. Also I hate that i cant export data in a way that's r ##### 5. Complex Usability Users find the **complex usability** of Chattermill challenging, especially for occasional users and new adopters. [ See 5 mentions ](https://www.g2.com/products/chattermill/reviews?filters%5Bsentiment_snippet%5D=1592631&qs=pros-and-cons#reviews) See Related User Reviews ![Thomas Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Thomas Z.") TZ Thomas Z. Enterprise (\> 1000 emp.) 4.0/5 "Intuitive Feedback Analysis with Room for Deeper Insights" What do you dislike about Chattermill? Some advanced features are not always very easy to find, especially for occasional users. The analysis could go a bit deeper on more nuanced and compl ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.0/5 "Very useful for can be difficult to use" What do you dislike about Chattermill? The interface to be not intuitive, and it can be difficult to use ## Top-Rated Alternatives [ ![Thematic](https://images.g2crowd.com/uploads/product/hd_favicon/d764a7357a004e7c2755a9b816ef4312/thematic.svg "Thematic") Thematic 4.8/5(43) ](https://www.g2.com/products/thematic/reviews) [ ![Altair AI Studio](https://images.g2crowd.com/uploads/product/hd_favicon/501888c80a82c58e3c4f752bbd3902f5/rapidminer-studio.svg "Altair AI Studio") Altair AI Studio 4.6/5(532) ](https://www.g2.com/products/rapidminer-studio/reviews) [ ![Qualtrics Customer Experience](https://images.g2crowd.com/uploads/product/hd_favicon/8890eea0cb317c903c079caf28914e83/qualtrics-customer-experience%282%29.svg "Qualtrics Customer Experience") Qualtrics Customer Experience 4.3/5(751) ](https://www.g2.com/products/qualtrics-customer-experience/reviews) [ View All Alternatives ](https://www.g2.com/products/chattermill/competitors/alternatives) ![avram s.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "avram s.") AS avram s. 5/7/2026 "Essential Tool for Customer Feedback Analysis" 3.5/5 What do you like best about Chattermill? I like that Chattermill helps me review customer feedback data. That’s a helpful feature. Review collected by and hosted on G2.com. What do you dislike about Chattermill? You know, any parts that aren't really related to customer feedback data are less helpful for me. Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? I use Chattermill for reviewing customer feedback data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Oil & Energy](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Oil & Energy") UO Verified User in Oil & Energy Enterprise (\> 1000 emp.) 5/7/2026 "Very Good Service Overall—Just Occasional Slow Loading" 4.5/5 What do you like best about Chattermill? very very very good service i like it a lot thank you Review collected by and hosted on G2.com. What do you dislike about Chattermill? not much that i very dislike about it sometimes takes while to load Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? helps me see customer reviews of me Review collected by and hosted on G2.com. Show More 5/20/2026 Current UserValidated ReviewerIncentivizedSource: Seller invite ![Chiara D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Chiara D.") CD Chiara D. Mid-Market (51-1000 emp.) 5/7/2026 "Intuitive and Excellent Graphics, but Search Needs Improvement" 4/5 What do you like best about Chattermill? I like the graphics and the overall UX of Chattermill. I find the dashboard and categorization particularly intuitive. Review collected by and hosted on G2.com. What do you dislike about Chattermill? Research is not always precise. Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? I use Chattermill to quickly centralize customer verbatims and understand their sentiments. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller inviteAI Translated SV Sandrine V. Training and Quality Coach Mid-Market (51-1000 emp.) 11/7/2025 "Essential Tool for Customer Insights and Service Improvement" 5/5 What do you like best about Chattermill? This tool is very practical for gaining insights into our customers, which helps us enhance our services. I especially appreciate the summaries generated by the AI. Interface Very easy to use Review collected by and hosted on G2.com. What do you dislike about Chattermill? The colors used in the charts could be improved, as they are not very appealing. Additionally, I find the amount of information presented to be overwhelming. Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? As a customer service expert, I find that this tool is valuable for gathering feedback on the customer experience with carriers, as well as evaluating the service provided by our agents. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Tushar B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tushar B.") TB Tushar B. Senior Specialist Enterprise (\> 1000 emp.) 10/31/2024 "Great tool for customer review management" 5/5 What do you like best about Chattermill? Chattermill makes it really easy to manage your customers and their reviews. It helps in providing a better and exceptional service to the customers. For the internal stakeholders, it has great features like sentiment analysis which helps in making better product changes and business decisions. It is seamless to implement in a new team, and integrates easiliy with other existing tools. All our customer reviews are managed through chattermill on a daily basis. Review collected by and hosted on G2.com. What do you dislike about Chattermill? There is nothing as such abou the product that I dislike. I love the customer support as well. The UI/UX is great but can be improved a bit. Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? For our business, customer reviews are crucial. Chattermill helps us in managing the reviews, and then providing insights. It provides us with sentiment analysis, which helps us understand the areas of improvement. Review collected by and hosted on G2.com. Show More 8/5/2025 Current UserValidated ReviewerSource: Organic AZ Aisha Z. Second Team Lead Small-Business (50 or fewer emp.) 12/4/2025 "Empowers Customer Feedback and Drives Satisfaction" 5/5 What do you like best about Chattermill? Chattermill is extremely useful because it allows you to closely monitor customer feedback and track your performance over time. This makes it easier to pinpoint areas that need improvement and helps you work towards achieving the highest level of customer satisfaction. Being able to check daily easily to use. Review collected by and hosted on G2.com. What do you dislike about Chattermill? There is nothing I dislike; I truly enjoy every aspect. Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? Negative performance in customer service, pushing towards the best customer service we can offer Review collected by and hosted on G2.com. Show More Response from Mikhail Dubov of Chattermill [Editedit](https://www.g2.com/survey_responses/chattermill-review-12045510/official_response/edit) Thank you for the kind words! We couldn't agree more Current UserValidated ReviewerSource: Organic EG emmie g. energy specialist Small-Business (50 or fewer emp.) 2/18/2026 "Clear, Intuitive, and Easy to Understand" 5/5 What do you like best about Chattermill? i like its clear and very easy to understand Review collected by and hosted on G2.com. What do you dislike about Chattermill? Nothing, idont think it needs improvements Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? It shows us all of our feedback and benefits me so i can see it Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Juan H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juan H.") JH Juan H. Voice of the Customer Manager Enterprise (\> 1000 emp.) 11/3/2022 "Chattermill blends data and analytics with easy to digest views and a smooth UX experience" 5/5 What do you like best about Chattermill? Data extraction, as well as being able to filter with tools such as themes and phrases for specific categories. On the recent features, new AI capabilities are enabling teams to save a lot of time on summarizing customer trends and feedback, while the soon to be released Copilot feature adds Chat-GPT like elements to the tool. Review collected by and hosted on G2.com. What do you dislike about Chattermill? Lack of report personalisation can sometimes be an issue: even though the tool is easy to use and does report fast, periodically, when you want to modify some aspects of the preestablished graphs. Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? Showing the different teams and stakeholders what areas they have to improve on with actual day-to-day data coming directly from our customers, while also allowing them to report it to their other stakeholders. Review collected by and hosted on G2.com. Show More 8/5/2025 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Enterprise (\> 1000 emp.) 10/28/2025 "No-nonsense customer feedback insights" 3.5/5 What do you like best about Chattermill? Chattermill makes it super easy to gather feedback everywhere, take my unstructured data and actually make sense of it. Sentiment analysis is one of the coolest features and I've been using whenever I need to have a general sense of our customer feedback Review collected by and hosted on G2.com. What do you dislike about Chattermill? Learning curve is a bit high, so understanding all data might take some time. Some contextual help would be very helpful (maybe tutorials or suggestions). Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? It pulls all my feedback sources into one place so I'm not jumping between tools. Sentiment analysis spots patterns I'd miss manually, which helps me gain insight on what to work in the product. Basically saves me time and makes user research way more actionable. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Food & Beverages](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Food & Beverages") UF Verified User in Food & Beverages Enterprise (\> 1000 emp.) 8/5/2025 "Chattermill centralizes varied feedback sources for your utmost convenience!" 3.5/5 What do you like best about Chattermill? Chattermill is most useful in its automated reporting features, Slack integration, the ability to create your own tags/themes, and quantitative "listening" of omnichannel feedback sources. Together, you can start a VoC program with little effort - generating timely reports for stakeholders and surfacing "bugs" in your product experience through the Slack integration so that the right parties can further investigate/resolve points of feedback as they're submitted. In general, Chattermill fills a key service gap for our company by allowing us to harness all of our different feedback sources in one platform. It helps us "quantitatively size" the prevalence of each pain point, which then gives us an idea of how to prioritize solutions to these issues based on frequency and severity. It also then allows us to check over time whether those pain points are abating, after administering solutions such as improved customer support or product improvements. Without such a tool, we'd spend much more time in manual data entry and feedback review, likely neglecting our lesser-known data sources like app reviews. Review collected by and hosted on G2.com. What do you dislike about Chattermill? Chattermill is a worthwhile tool, but can be better improved through: more sensitive AI summaries, accuracy of sentiment analysis, and multi-language translation. While I appreciate that Chattermill has these capabilities, they can be fine-tuned. For example, there can be redundant themes that require you to manually resolve them - such as separate themes for "discounts" and "promotions" despite them being the same topic. Due to the accuracy of the translations and AI, any Chattermill insights still require careful human review, to ensure the right takeaway is being extracted from the data. Review collected by and hosted on G2.com. What problems is Chattermill solving and how is that benefiting you? Chattermill provides a centralized platform to harness all the different feedback sources we get. It also allows us to track sentiment over time, establishing useful filters and tags for our most important themes. Review collected by and hosted on G2.com. 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