Data as of Oct 18, 2026Based on 619 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Canny holds a narrow lead over Productboard, earning recommendations for lightweight voting boards and tracking user feature requests. Enterprise inquiries shift toward Medallia, which is the usual answer for multi-channel analytics and comprehensive customer journey feedback.
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | public voting boards and feature request tracking for growing software teams | public voting boards and feature request tracking for growing software teams | 39% |
| 2 | centralizing multi-source input and connecting feedback to product roadmap prioritization | centralizing multi-source input and connecting feedback to product roadmap prioritization | 35% |
| 3 | unifying high-volume feedback channels and unstructured call notes using AI | unifying high-volume feedback channels and unstructured call notes using AI | 23% |
| 4 | 22% | ||
| 5 | triggering targeted in-app surveys paired with product usage analytics | triggering targeted in-app surveys paired with product usage analytics | 22% |
| 6 | lightweight in-app micro-surveys across web and mobile SDK platforms | lightweight in-app micro-surveys across web and mobile SDK platforms | 21% |
| 7 | enterprise-grade customer journey mapping and multi-channel feedback analytics programs | enterprise-grade customer journey mapping and multi-channel feedback analytics programs | 19% |
| 8 | budget-friendly feedback widgets, public boards, and revenue-based feature prioritization | budget-friendly feedback widgets, public boards, and revenue-based feature prioritization | 19% |
| 9 | AI sentiment analysis across fragmented support, social, and survey channels | AI sentiment analysis across fragmented support, social, and survey channels | 15% |
| 10 | structured feedback forums and enterprise segmentation for large software backlogs | structured feedback forums and enterprise segmentation for large software backlogs | 14% |
| 11 | 12% | ||
| 12 | 12% | ||
| 13 | 11% | ||
| 14 | 11% | ||
| 15 | analyzing qualitative user research notes and cross-channel customer interviews | analyzing qualitative user research notes and cross-channel customer interviews | 9% |
Week of Aug 24–30 · Since Jul 5
Widest split: Qualtrics, 31% on ChatGPT Search and 13% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Canny | 42% | 40% | |
| Productboard | 40% | 35% | |
| Enterpret | 20% | 21% | |
| Qualtrics | 31% | 13% | |
| Pendo | 27% | 19% | |
| Survicate | 24% | 14% | |
| Medallia | 22% | 17% | |
| Featurebase | 18% | 23% | |
| Chattermill | 16% | 12% | |
| UserVoice | 17% | 13% |
59% of citations point at the ranked brands’ own sites. reddit.com, youtube.com, quackback.io are the most-cited sites outside the ranked brands’ own domains.
Market map
Mentioned in · since Jul 5
Leading brands by topic
I need a tool to collect voice of customer feedback directly inside my mobile app. Which platforms support this?
best customer feedback tools for online stores
best customer feedback tools for small businesses
Which tool is the best for collecting, managing, and prioritizing user feedback and feature requests?
We need a way to track customer feedback and feature requests in one organized place. Any recs?
which is my top VOC analytics tool?
What is the best tool for a product manager to gather and analyze user feedback from multiple sources like chat and sales calls?
We need a tool for collecting and managing user feedback and feature requests that integrates with our PM tool.
What is the best tool for running user acceptance testing (UAT) and collecting targeted feedback from stakeholders?
My goal is to collect feedback from multiple channels into one place. What's the best Voice of the Customer (VoC) platform?
I need to manage our product roadmap by letting users submit and vote on ideas. Which feedback management tools offer a public voting board?