# Chattermill Reviews **Vendor:** Chattermill **Category:** [Feedback Analytics Software](https://www.g2.com/categories/feedback-analytics) **Average Rating:** 4.5/5.0 **Total Reviews:** 234 ## About Chattermill Chattermill is the AI-native customer experience intelligence and Voice of Customer (VoC) platform designed to help organizations effectively unify and analyze their customer feedback across any channel. By leveraging advanced AI technology, Chattermill empowers businesses to extract meaningful insights from diverse data sources, including surveys, reviews, support tickets, conversations, and social media interactions. This comprehensive approach enables companies to identify recurring issues, understand customer pain points, and drive product improvements with confidence. Targeted primarily at customer-focused teams, Chattermill serves a wide range of industries, including e-commerce, hospitality, and retail. Organizations like Uber, HelloFresh, Booking.com, Tesco, JustEat, and H&M utilize Chattermill to transform their customer experiences and foster business growth. The platform is particularly beneficial for Customer Experience (CX) and Voice of Customer (VoC) teams, as it allows them to pinpoint factors affecting customer satisfaction and loyalty. Additionally, Product and UX teams can prioritize enhancements based on genuine customer needs, while Support and Operations teams can identify recurring issues before they escalate into larger problems. One of Chattermill's key features is its powerful AI analytics capability, which enables the extraction of actionable insights from unstructured text feedback. This functionality allows businesses to uncover clear trends and patterns that inform strategic decision-making. By providing clarity and insights, Chattermill helps organizations improve their products and services, ultimately leading to increased customer satisfaction. The platform's ability to consolidate and scale voice-of-customer analysis also benefits Insights and Data teams, making it easier to manage and interpret large volumes of feedback. Chattermill stands out in the feedback analytics category due to its commitment to delivering deep, actionable insights rather than just surface-level metrics. This focus on understanding customer sentiment allows organizations to make informed decisions that enhance their overall customer experience. The platform has received recognition from G2, being named a Grid Leader and Momentum Leader in Feedback Analytics Products, among other accolades. These distinctions highlight Chattermill's effectiveness and user satisfaction within the competitive landscape of customer feedback solutions. For organizations looking to deepen their understanding of customer experiences and drive meaningful improvements, Chattermill offers a robust solution that integrates seamlessly into existing workflows. By harnessing the power of AI and comprehensive feedback analysis, businesses can navigate the complexities of customer sentiment and foster lasting loyalty. ## Chattermill Pros & Cons **What users like:** - Users appreciate the **ease of use** of Chattermill, finding it accessible and straightforward for understanding customer feedback. (48 reviews) - Users value the **effective feedback management** tools in Chattermill, enhancing customer understanding and improving service delivery. (38 reviews) - Users value the **customer insights** provided by Chattermill, enhancing service delivery and driving business growth effectively. (35 reviews) - Users value the **insight generation capabilities** of Chattermill, enabling efficient understanding of customer feedback trends. (35 reviews) - Users value the **insightful analysis** from Chattermill, which enhances understanding of customer feedback and boosts business growth. (30 reviews) - Users find **Chattermill invaluable** for analyzing customer feedback and uncovering insights to enhance business growth. (27 reviews) - Customer Support (20 reviews) - User Interface (18 reviews) - Helpful (15 reviews) - Intuitive (15 reviews) **What users dislike:** - Users find the **navigation unintuitive** , making it difficult to efficiently analyze and report user issues. (12 reviews) - Users find the **complex usability** of Chattermill challenging, particularly with dropdowns and search functionalities. (10 reviews) - Users experience **data accuracy issues** with Chattermill, requiring human review for reliable insights and proper tagging. (10 reviews) - Users find **insufficient information** in Chattermill, needing better clarity on themes and data definitions for effective use. (10 reviews) - Users note that Chattermill's **AI limitations** require manual intervention and careful human review for accurate insights. (9 reviews) - Users find the **interface design poor** , feeling it is busy and unintuitive, complicating the analysis process. (8 reviews) - Users find Chattermill **lacking features** such as improved translation tools and private user environments for customization. (7 reviews) - Dashboard Issues (6 reviews) - Filtering Issues (6 reviews) - Not User-Friendly (6 reviews) ## Chattermill Reviews ### 1. Chattermill Turns Multilingual Customer Feedback into Actionable Product Insights **Rating:** 4.5/5.0 stars **Reviewed by:** Florent J. | Freelance Technical Writer, Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** As Product Analyst at HelloFresh for the past six months, I’ve been really impressed with how we process customer feedback through chattermill. Its ability to analyze and categorize unstructured feedback is incredibly helpful and impressive. Its theming and sentiment analysis help us quickly aggregate and synthesize large amounts of feedback (in several languages). More specifically, Chattermill has helped us: - Identify drivers of dissatisfaction regarding recipes or ingredients, allowing us to make targeted improvements. - Monitor the impact of our product changes by tracking customer sentiment and feedback. - Understand customer preferences per segments (eg: loyalty) to better tailor our service. The insights from Chattermill have led to real product enhancements and a more customer-focused product development process. The platform is also very user-friendly, and the support from Chattermill has been very helpful. **What do you dislike about Chattermill?** Some sentiment in local languages are sometimes mis-interpreted. I also heard integration and maintenance was the simplest but I don't have first hand experience in this regard. **What problems is Chattermill solving and how is that benefiting you?** Interpreting and categorizing vast amount of customer feedback in a readable and actionable way. ### 2. Consistent and Trustworthy Insights with Chattermill **Rating:** 4.0/5.0 stars **Reviewed by:** Muaz A. | Enterprise (> 1000 emp.) **Reviewed Date:** May 08, 2026 **What do you like best about Chattermill?** I really like Chattermill because of its consistency, which plays a key role in determining how good and trustworthy it is for other teams. The feature that stands out the most to me is 'observations.' These are unsupervised learnings that surface feedback through semantic research, and I find it amazing. Observations bring out new signals from customer feedback that you can't find elsewhere, and this is really valuable to our internal teams. Also, my onboarding was really easy, as Chattermill was already set up within the team before I started using it. **What do you dislike about Chattermill?** NA **What problems is Chattermill solving and how is that benefiting you?** I find Chattermill solves data tagging issues with massive data, ensuring consistent and trustworthy feedback through semantic research. The 'observations' feature uncovers valuable new signals from customer feedback, benefiting our internal teams. ### 3. Chattermill Makes Qualitative Feedback Analysis Scalable and Effortless **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** I really appreciate how Chattermill reduces our manual workload. It lets us run scalable analysis on qualitative feedback, which used to be difficult given the volume we handle. With Chattermill, we can now monitor that feedback much more effectively. I’ve also found their sentiment detection model and taxonomy- ased data labeling to be top class, which I’m genuinely very happy with. **What do you dislike about Chattermill?** There are still some outliers when it comes to sentiment detection. I wish the model could better pick up sarcasm and more nuanced tones in the feedback. **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill to analyze sentiment across large volumes of customer feedback, something that wasn’t feasible before. It helps surface areas that need attention and keeps xFN stakeholders closely connected to customer feedback. ### 4. Empowers Self-Improvement with Intuitive Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** saida h. | energy specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** February 06, 2026 **What do you like best about Chattermill?** I like Chattermill because there is so much room for improvement, and it shows how to better myself and the business. I appreciate the self-improvements and monitoring features, as they help make me better at what I do. It's easily navigated around and made well, which I find quite helpful. I also like that there are graphs and percentages to understand what my rating is, and it makes it easy to follow up on anything that's not positive. The initial setup was super easy. **What do you dislike about Chattermill?** Sometimes the AI picks up a word that could mean something negative, but the overall feedback was good, yet Chattermill still says it was negative. **What problems is Chattermill solving and how is that benefiting you?** I find Chattermill helps tackle customer dissatisfaction and business errors while improving self-monitoring, making me better at what I do. ### 5. Intuitive Interface, Real-Time Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Umberto T. | Social media lead, Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2024 **What do you like best about Chattermill?** I use Chattermill to gather customers' feedback based on keywords relevant to my department, which helps me reshape the product and address concerns in real-time. I like how intuitive the interface is and how detailed analytics can be. It's extremely easy to filter feedback based on keywords. I also appreciate how it aggregates reviews from multiple sources and in multiple languages in real-time. With the help of the technical team, integrating various data sources was pretty painless. **What do you dislike about Chattermill?** None **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill to gather customer feedback based on relevant keywords, allowing me to reshape the product and address concerns. It solves the problem of aggregating reviews from multiple sources and languages in real time. ### 6. Intuitive Insights Platform with Easy Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Natacha P. | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** I like Chattermill for its intuitive and broad platform that makes it simple to use. It effectively integrates multiple sources, including CRM, calls, and feedbacks, which is really helpful. Thanks to Chattermill, I can prioritize what customers value most and push product decisions accordingly. I also found the initial setup to be super easy, which was a big plus. **What do you dislike about Chattermill?** I feel like sometimes it does not categorize well. **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill to get customer insights from different sources and analyze them. It helps me connect several sources, prioritize what customers value most, and push product decisions. ### 7. Intuitive and Analytical, but with Challenges in Sharing Information **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospitality | Mid-Market (51-1000 emp.) **Reviewed Date:** February 07, 2025 **What do you like best about Chattermill?** I use Chattermill to analyze customer reviews and detect weak points. I like it because it is very easy to use and the information it provides is detailed and analytical. I also appreciate that the interface is very clean. Something that pleasantly surprised me is the help service, which is quick and efficient, although I have only used it once, I was satisfied. **What do you dislike about Chattermill?** Sometimes it is difficult for me to share information from Chattermill, I think this could be easier and faster. For example, creating a link to share a certain table sometimes takes too much time. It would be very useful to simply copy the URL and be done, instead of having to generate one. **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill to analyze customer reviews and detect categorized weak points, which helps me create a good improvement plan. ### 8. Effortless Survey Feedback Analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Jordan P. | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** I use Chattermill for feedback from surveys, and I love how it provides data that's easy to read. It's incredibly easy to use, very simple and professional. I appreciate that it collates data into one space, with sentiment and feedback channels for multiple apps. The setup was very easy as well, and it has been reliable so far. **What do you dislike about Chattermill?** nothing, very reliable and easy to use **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill to make feedback from surveys easy to read, collating data into one space with sentiment and feedback channels for multiple apps. ### 9. Empowering Tool That Drives Professional Growth **Rating:** 5.0/5.0 stars **Reviewed by:** Sahil D. | Energy Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** December 15, 2025 **What do you like best about Chattermill?** This tool has helped me gain a deeper understanding of my current situation at work and beyond. It is very helpful and feels like a professional resource that supports me in moving forward. The ease of use, ease of implementation and I use it a lot. The customer support is great too **What do you dislike about Chattermill?** I have nothing negative to say about it. The product allows me to do exactly what I need, and it also provides the information I require. **What problems is Chattermill solving and how is that benefiting you?** This tool allows me to review both the positive and negative feedback I receive, helping me understand my actions and identify areas where I can improve. I appreciate that it highlights opportunities for growth, reminding me that there is always room to become better. ### 10. Unified Member Insights with Proactive Support and Powerful Dashboards **Rating:** 4.5/5.0 stars **Reviewed by:** Jamie M. | Chief Product Officer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 28, 2025 **What do you like best about Chattermill?** It finally gives us a proper, unified view of what members are saying, without having to dig through ten different systems. The dashboards are great for spotting trends fast, and I love how we can slice things by themes like onboarding or matching to see what’s actually driving sentiment. It’s also been a genuinely collaborative partnership — their team’s been proactive in helping us tailor it to how we work and link insights directly to business outcomes. **What do you dislike about Chattermill?** It can still feel a bit clunky to find really specific feedback, especially when you’re hunting for niche themes **What problems is Chattermill solving and how is that benefiting you?** It’s made it way easier to spot the real drivers behind satisfaction or frustration — like where onboarding is falling short, or what’s causing owners to churn. For me and the product team, it’s sped up decision-making and given us confidence that we’re prioritizing the right problems. ### 11. Honest Chattermill Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2024 **What do you like best about Chattermill?** Chattermill is great to use as it has so much valuable information within one place. For me, it's great to use to understand what our customers are saying and how we can work on improving those pain points. **What do you dislike about Chattermill?** When you first get started, it's difficult to use and can feel like a lot of information in one place. Navigating the platform can be tricky but requires patience (and asking for support from those who've used it more than you) **What problems is Chattermill solving and how is that benefiting you?** Customer service related issues ### 12. Effortless Setup & Empowering User Feedback **Rating:** 5.0/5.0 stars **Reviewed by:** Codie M. | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** I like using Chattermill because it helps me see clearly where I'm struggling in my work area and how I can improve from customer feedback. I also find it really nice to read positive reviews from customers. Additionally, it was very easy to set up. **What do you dislike about Chattermill?** NA **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill for work to see customer reviews, which helps me identify areas to improve. It shows me if I'm on target and it's nice to read positive feedback. ### 13. Real-Time Customer Feedback Updates That Really Help **Rating:** 5.0/5.0 stars **Reviewed by:** Olugbenga G. | Energy Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** Real time update of customer feedback. Very helful **What do you dislike about Chattermill?** nothing at the moment as i have get to see feedback as it should be **What problems is Chattermill solving and how is that benefiting you?** Resolving how customer sees us and benefiting me as i know what to improve on ### 14. Fast Updates Keep Information Current **Rating:** 5.0/5.0 stars **Reviewed by:** KYLAN K. | energy specialist, Enterprise (> 1000 emp.) **Reviewed Date:** February 18, 2026 **What do you like best about Chattermill?** I really like how quickly the system updates the information, so I can stay up to date without waiting. **What do you dislike about Chattermill?** Focus on specific features or experiences that could be improved **What problems is Chattermill solving and how is that benefiting you?** allowing me to improve my service ### 15. Chattermill as a stellar backbone for customer sentiments **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** August 06, 2025 **What do you like best about Chattermill?** Chattermill provides an in-depth view of customer feedback, including verbatim comments. It surfaces the raw feedback and then regroups it to create clear, intentional scores. **What do you dislike about Chattermill?** I havent encountered any issues yet. It has been truly helpful. Though the UI gets overwhelming at times. It integrates with our main tool which is Zendesk and measures performance rates without bias. **What problems is Chattermill solving and how is that benefiting you?** The customer sentiments are unpacked and we easily pinpoint what are the rootcause ### 16. Great tool to gather guest feedback **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospitality | Mid-Market (51-1000 emp.) **Reviewed Date:** November 02, 2024 **What do you like best about Chattermill?** You can get all the information you need from different sources (ex. Airbnb, booking, google, our own, etc) in just one place. Thanks to the mutiple filters, you can find what you need more efficiently. **What do you dislike about Chattermill?** Sometimes the filter don't work as they should. I think you could still work on the sentiment one, because it is not as accurate as it could be. **What problems is Chattermill solving and how is that benefiting you?** Each month I have to analyze what are the guests saying about my properties, specifically cleaning and maintenance, to give feedback to my partners about their performance. Before using chattermill we had to check each of the sites I mentioned aboved to try to get the most accurate information. The time investment was huge. ### 17. Organized and Tangible Feedback **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2024 **What do you like best 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 value that Chattermill organizes reviews and feedback into categories that are relevant to my work. I can easily access feedback on specific topics such as 'Store Experience.' **What do you dislike about Chattermill?** Not much to improve for my level of usage. Possibly an easy way to export data. **What problems is Chattermill solving and how is that benefiting you?** n/a ### 18. Very good tool for customer feedback - Best with AI tools **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2024 **What do you like best about Chattermill?** Chattermill effectively transforms customer feedback into clear insights : its user friendly interface and powerful AI analytics make it easy to identify trends and understand customer sentiments + it's very helpful for better decision-making process. **What do you dislike about Chattermill?** The initial setup can be somewhat lengthy and the wide range of customization options might feel overwhelming at first but it's great **What problems is Chattermill solving and how is that benefiting you?** Customer feedback collection + usage with AI through MCP ### 19. Easy to use and great for understanding business opportunities **Rating:** 5.0/5.0 stars **Reviewed by:** Beni M. | Store Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** July 24, 2025 **What do you like best about Chattermill?** You’re able to find where the opportunities lie for your business and more specifically with direct customer feedback. It’s helped improve how we service our clients to continue to impact the growth of our business **What do you dislike about Chattermill?** The layout of the emails that connect you to the feedback of your clients. It would be nice to directly link the website and make it move interactive **What problems is Chattermill solving and how is that benefiting you?** The ability to improve the customer service we provide **Official Response from Mikhail Dubov:** > Thanks for such thoughtful feedback, Beni! Love your feature suggestion. Definitely something we can look into ### 20. Easy-to-View Main Page for Customer Feedback Reviews **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** you can view all the feedback reviews easily with the main page **What do you dislike about Chattermill?** The complaints aspect tend to be a bit more niche than what chattermill can outline with the AI aspect. A customer could complaint about the DD and it will feed it back as a different issue sometimes **What problems is Chattermill solving and how is that benefiting you?** outlining what we are doing correctly in the business and real-time feedback ### 21. Conceptually is Great - Still Needs some work **Rating:** 3.5/5.0 stars **Reviewed by:** Daniel C. | Category Manager, Enterprise (> 1000 emp.) **Reviewed Date:** August 05, 2025 **What do you like best about Chattermill?** quick way to reference reviews, ability to filter down and see as much detail or less as you want. **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 ready to be leveraged on excel. Also, report making tool needs a lot of work. Layouts are always tricky to manage, noticed specially challenging when dealing with tables, were you cant modify the width of columns, also colours for each series are limited, and cant be customized; wich brings me back to the fact that...on one hand you dont facilitate exporting the data to quickly levarage it on excel/sheets, that would indicate high level of confidence on your own reports/dashboards, but as a constant user i know that's not the case. Also the sentiment algorithm is innacurate, at times it will pick negative sentiments, where I read the review there's nothing that indicates a negative sentiment towards the product. Finally would love to add a word map or word count as visualization options for the data. Again, if you don't excel at exporting data, then excel at reporting/dashboard experience, today there's gaps in both. **What problems is Chattermill solving and how is that benefiting you?** Digest the voice of guests more effectively to trigger product decisions. ### 22. Robust Sentiment Analysis with Room for Dashboard Improvement **Rating:** 4.0/5.0 stars **Reviewed by:** Shannon O. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** I use Chattermill for customer sentiment analysis, and I like their tagging feature the most because it's relatively accurate. The initial setup of Chattermill was easy for me. **What do you dislike about Chattermill?** I think Chattermill could use more flexible dashboarding. **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill for gathering and categorizing customer sentiment data. I find the tagging relatively accurate. ### 23. Insightful Keyword Analysis and Easy Setup **Rating:** 3.5/5.0 stars **Reviewed by:** Ashley M. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** I like Chattermill for its data availability and the keyword granularity. I enjoy the depth and detail it provides in keyword search. The setup was fairly easy, which was a plus. **What do you dislike about Chattermill?** N/A **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill for awareness of customer info, with benefits from data availability and keyword granularity. ### 24. Simplified Customer Feedback Analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Internet | Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2024 **What do you like best 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. **What do you dislike about Chattermill?** Some feedback can be better tagged. Observations can also be better reworked to avoid duplicates. **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill to analyze customer feedback, identify trends, and better understand issues. This helps guide quality and product actions. The ability to centralize and quickly analyze feedback, with filters as needed, saves time. ### 25. Simple, Straightforward, and Detailed Feedback in One Place **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** very simple and straight forward - shows all the feedback in detail **What do you dislike about Chattermill?** nothing at the moment - it is much better than previous software **What problems is Chattermill solving and how is that benefiting you?** we had to ask for feedback before - we nnow receive feedback in our own time ### 26. Great Categorization and Well-Sorted Tags **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in E-Learning | Mid-Market (51-1000 emp.) **Reviewed Date:** May 10, 2026 **What do you like best about Chattermill?** Categorization and how the tags are sorted **What do you dislike about Chattermill?** It kinda feels overwhelming and not user friendly and you have to have someone explain it to you **What problems is Chattermill solving and how is that benefiting you?** tracking user experience and their feedback accross all platform such as trustpilot, googleplay,...etc ### 27. Essential Tool for Customer Feedback Analysis **Rating:** 3.5/5.0 stars **Reviewed by:** avram s. **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** I like that Chattermill helps me review customer feedback data. That’s a helpful feature. **What do you dislike about Chattermill?** You know, any parts that aren't really related to customer feedback data are less helpful for me. **What problems is Chattermill solving and how is that benefiting you?** I use Chattermill for reviewing customer feedback data. ### 28. Review **Rating:** 4.0/5.0 stars **Reviewed by:** Chiara D. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2026 ### 29. Essential Tool for Customer Insights and Service Improvement **Rating:** 5.0/5.0 stars **Reviewed by:** Sandrine V. | Training and Quality Coach, Mid-Market (51-1000 emp.) **Reviewed Date:** November 07, 2025 **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 **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. **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. ### 30. Great tool for customer review management **Rating:** 5.0/5.0 stars **Reviewed by:** Tushar B. | Senior Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** October 31, 2024 **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. **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. **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. ### 31. Empowers Customer Feedback and Drives Satisfaction **Rating:** 5.0/5.0 stars **Reviewed by:** Aisha Z. | Second Team Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** December 04, 2025 **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. **What do you dislike about Chattermill?** There is nothing I dislike; I truly enjoy every aspect. **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 **Official Response from Mikhail Dubov:** > Thank you for the kind words! We couldn't agree more ### 32. Very Good Service Overall—Just Occasional Slow Loading **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** very very very good service i like it a lot thank you **What do you dislike about Chattermill?** not much that i very dislike about it sometimes takes while to load **What problems is Chattermill solving and how is that benefiting you?** helps me see customer reviews of me ### 33. Clear, Intuitive, and Easy to Understand **Rating:** 5.0/5.0 stars **Reviewed by:** emmie g. | energy specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** February 18, 2026 **What do you like best about Chattermill?** i like its clear and very easy to understand **What do you dislike about Chattermill?** Nothing, idont think it needs improvements **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 ### 34. Chattermill blends data and analytics with easy to digest views and a smooth UX experience **Rating:** 5.0/5.0 stars **Reviewed by:** Juan H. | Voice of the Customer Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 03, 2022 **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. **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. **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. ### 35. No-nonsense customer feedback insights **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** October 28, 2025 **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 **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). **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. ### 36. Chattermill centralizes varied feedback sources for your utmost convenience! **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Food & Beverages | Enterprise (> 1000 emp.) **Reviewed Date:** August 05, 2025 **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. **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. **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. ### 37. Very useful tool **Rating:** 5.0/5.0 stars **Reviewed by:** Sandrine V. | Customer Service Trainer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 04, 2025 **What do you like best about Chattermill?** Chattermill has made a huge difference in how I understand customer feedback. Instead of spending hours digging through responses, I get clear insights in one place—fast and easy. The AI does a great job picking up on trends and sentiment I might have missed, and the dashboard is intuitive. It’s helped me make more informed, customer-focused decisions without the guesswork. I Definitely recommend to anyone looking to truly listen to their customers at scale. **What do you dislike about Chattermill?** It took me more time to categorize the data but once you frequently use it, it s excellent **What problems is Chattermill solving and how is that benefiting you?** The fact that I don't need to read all the reviews but can just get a quick spot of the trends **Official Response from Mikhail Dubov:** > Thank you for the kind words, Sandrine. Pleasure working with you. ### 38. Intuitive and comprehensive **Rating:** 4.0/5.0 stars **Reviewed by:** Anna A. | AI Trainer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 21, 2025 **What do you like best about Chattermill?** It is very user-friendly, and it allows you to get an overview of sentiment. We are able to see pain points and our strengths in few short steps. **What do you dislike about Chattermill?** It would be nice to have a sort of AI agent/assistant that can also help guide and troubleshoot. It is easy to formulate what type of data we want to see but not always clear how to get there, if there was an AI feature that can interpret the Results we want to see and guide through the steps on how to get there based on the specificities of our set up. **What problems is Chattermill solving and how is that benefiting you?** We receive a lot of feedback and have to sort through a lot of information and it used to be hard to zoom out and understand what the larger areas for improvement were, now we have a way to see the most important topics. ### 39. A useful tool but lacks intelligence and depth **Rating:** 3.0/5.0 stars **Reviewed by:** Ellis C. | Senior PM, Enterprise (> 1000 emp.) **Reviewed Date:** August 05, 2025 **What do you like best about Chattermill?** Great to be able to see the customer feedback come in, and it’s super easy to query and build reports **What do you dislike about Chattermill?** It seems to lack a lot of out of the box intelligence. I would love for it to be able to look at other data points such as CVR from Big Query and be able to tie sentiment to other metrics. It would also be cool if we could have more AI out of the box, and to have alerts and warnings in place when sentiment begins to turn! **What problems is Chattermill solving and how is that benefiting you?** Helps us understand PSat and sentiment, and whether people like our dislike our features ### 40. Timely Responses and Easy Account Number Visibility **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2026 **What do you like best about Chattermill?** Provides timely responses and lets me see the account number. **What do you dislike about Chattermill?** Sometimes it takes a littlle while to actually load up **What problems is Chattermill solving and how is that benefiting you?** Can see CHI firsthand, the account numbers all yourself and don't have to wait for TL to provide chi ### 41. Helpful for Tracking Self-Progress, with Room to Grow **Rating:** 2.5/5.0 stars **Reviewed by:** Lauren A. | Energy specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** February 18, 2026 **What do you like best about Chattermill?** Checking Self progress and improvement at work **What do you dislike about Chattermill?** Nothing i find it very helpful looking forward to new updates **What problems is Chattermill solving and how is that benefiting you?** Being able to look at customers comments ### 42. Great service to compile customer feedback **Rating:** 4.5/5.0 stars **Reviewed by:** Marley D. | Senior UX Researcher, Mid-Market (51-1000 emp.) **Reviewed Date:** August 23, 2023 **What do you like best about Chattermill?** Chattermill allows you to compile survey data in one place and find trends. The dashboard feature is really helpful in organising feedback into actionable insights. **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. **What problems is Chattermill solving and how is that benefiting you?** Chattermill gives me a centralised location to house customer feedback. It also gives us a thermometer on specific business goals, including logistics, seller experience and mentions of brand. ### 43. Efficient and provides all the information I need. **Rating:** 5.0/5.0 stars **Reviewed by:** Zaynah K. | Energy Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** June 26, 2025 **What do you like best about Chattermill?** It is efficient and gives me all the information I need, it's ideal to check how our customers feel after coming off the phone so we can take the feedback on board and serve our customer's better. **What do you dislike about Chattermill?** I haven't yet found any downsides! It's easy to use and contains all the information I need as an agent. **What problems is Chattermill solving and how is that benefiting you?** The business problem is customer satisfaction and making sure as agents we are doing the best we can. I can confirm that this is helping me take feedback from our customers on baord to service them better. ### 44. Chattermill makes it easier to review consumer feedback! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** May 15, 2025 **What do you like best about Chattermill?** What I like about using Chattermill is the ability to automatically categorise feedback by user, team, and site, which makes it easy to pinpoint exactly where issues or successes are occurring within the business. This helps us understand patterns across different points of contact and allows each team to focus on what’s relevant to them. The platform makes it much more efficient to identify trends and ultimately deliver a better customer experience. **What do you dislike about Chattermill?** The interface can sometimes feel unintuitive, especially when trying to filter or drill down into specific feedback segments. It takes a few more clicks than necessary to get to the insights I need, which can slow down analysis in a time-limited crunch. **What problems is Chattermill solving and how is that benefiting you?** Chattermill helps solve the challenge of understanding and acting on large volumes of unstructured customer feedback. It helps identify and categorise both positive and negative comments, allowing teams to filter feedback by keywords, themes, or specific departments. This makes it much easier to uncover actionable insights, track recurring issues and monitor performance across different areas of the business. ### 45. Highly impressive customer sentiment platform **Rating:** 5.0/5.0 stars **Reviewed by:** Florent J. | Sr Product Analust, Enterprise (> 1000 emp.) **Reviewed Date:** May 15, 2025 **What do you like best about Chattermill?** As Product Analyst at HelloFresh for the past six months, I’ve been really impressed with how we process customer feedback through chattermill. Its ability to analyze and categorize unstructured feedback is incredibly helpful and impressive. Its theming and sentiment analysis help us quickly aggregate and synthesize large amounts of feedback (in several languages). More specifically, Chattermill has helped us: - Identify drivers of dissatisfaction regarding recipes or ingredients, allowing us to make targeted improvements. - Monitor the impact of our product changes by tracking customer sentiment and feedback. - Understand customer preferences per segments (eg: loyalty) to better tailor our service. The insights from Chattermill have led to real product enhancements and a more customer-focused product development process. The platform is also very user-friendly, and the support from Chattermill has been very helpful. **What do you dislike about Chattermill?** Some sentiment in local languages are sometimes mis-interpreted. I also heard integration and maintenance was the simplest but I don't have first hand experience in this regard. **What problems is Chattermill solving and how is that benefiting you?** Interpreting and categorizing vast amount of customer feedback in a readable and actionable way. ### 46. Chattermill is very user friendly and fun to use. **Rating:** 5.0/5.0 stars **Reviewed by:** Salman I. | Data Analyst Expert, Enterprise (> 1000 emp.) **Reviewed Date:** June 10, 2025 **What do you like best about Chattermill?** Chattermill allows you to read the feedback left by customers and it filters it with the score and the comment itself, it's very fun to use and it is very useful for self development. **What do you dislike about Chattermill?** Everything is great, however in some cases despite the comment being a positive one shows a grey smiley face. But very fun to use **What problems is Chattermill solving and how is that benefiting you?** Main benefit is being able to have a hands on view of the feedback left by the customers you interact with, I also love how it summarises what the customers are saying about you in short snappy keywords. ### 47. Fast Data Categorization and Excellent Support **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** October 28, 2025 **What do you like best about Chattermill?** *That large volumes of data can be categorised quickly, and in multiple ways. * Customer support are responsive **What do you dislike about Chattermill?** *Technical issues can be sometimes slow to resolve * Works best if you have additional metadata to enrich the data to really understand the themes and how they impact your customers **What problems is Chattermill solving and how is that benefiting you?** * Understanding large volumes of data * Sharing feedback cross functionally to drive action ### 48. Very user friendly tool **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consumer Services | Mid-Market (51-1000 emp.) **Reviewed Date:** November 13, 2025 **What do you like best about Chattermill?** Chattermill is a highly practical tool for gaining valuable insights into our customers. It enables me to enhance both our performance and efficiency. I find the summaries especially helpful, as they allow me to access all the necessary information at a glance. **What do you dislike about Chattermill?** Sometimes there are too much information **What problems is Chattermill solving and how is that benefiting you?** Clear information all at once with summaries ### 49. Helpful for real-time feedback **Rating:** 3.5/5.0 stars **Reviewed by:** Chris A. | Operations Manager, Enterprise (> 1000 emp.) **Reviewed Date:** August 23, 2023 **What do you like best about Chattermill?** Real-time feedback and having the ability to re-act to customers reviews as soon as possible **What do you dislike about Chattermill?** lack of introductions about analytics, seem like really useful tools but some training manuals would help **What problems is Chattermill solving and how is that benefiting you?** Negative responses impacting trustpilots and reviews However often a lot of responses are missed - although I imagine this is due to the integration with our own systems ### 50. Positive experience with Chattermill **Rating:** 4.0/5.0 stars **Reviewed by:** Stefano M. | Analytics Manager, Enterprise (> 1000 emp.) **Reviewed Date:** August 05, 2025 **What do you like best about Chattermill?** - Reports and dashboards are user-friendly and use to manage - Reliable and trusthworthy brand - Chattermill provide a goldmine of data for user sentiment and qualitative inputs **What do you dislike about Chattermill?** - API data not straightforward to set-up **What problems is Chattermill solving and how is that benefiting you?** - Chattermill is able to summarize public opinion and feedback analysis - Unified view of product sentiment across device/platforms ## Chattermill Discussions - [What is Chattermill used for?](https://www.g2.com/discussions/what-is-chattermill-used-for) - 1 comment - [View Chattermill pricing details and edition comparison](https://www.g2.com/products/chattermill/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-14+09%3A56%3A25+-0500&secure%5Bsession_id%5D=ae882e6a-85d2-4880-b4df-7a57f64f3151&secure%5Btoken%5D=e53a8c457e24f6e29688a8ec01a9b824e6ffee3ee296697f26a6bd7f7c70b496&format=llm_user) ## Chattermill Integrations - 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