AI Rank leaderboard
Best user feedback widget — according to AI
We asked AI assistants 6 questions a real buyer would ask about user feedback widgets — “what's the best?”, “what would you recommend for a small business?”, “what's a good affordable option?” — and counted which products the AI actually named. This is what the models recommend today (last checked August 24, 2026).
| # | Product | AI answers mentioning it |
|---|---|---|
| 1 | Canny“Canny is the gold standard if you want to collect feedback, let users upvote ideas, and show a public roadmap.” | 5/6 |
| 2 | Hotjar“Hotjar is the most universally recommended passive feedback tool. It’s the go-to for on-page surveys, feedback buttons, and session recordings.” | 4/6 |
| 3 | UserVoice“UserVoice – Ideal for SaaS products that want to turn feature requests into a public, prioritized roadmap your users can vote on.” | 3/6 |
| 4 | Feedbackify“Feedbackify is the simplest tool out there. You get a floating tab with a form.” | 3/6 |
| 5 | Qualtrics“Qualtrics – The enterprise-grade choice for advanced survey logic, deep analytics, and scalable CX programs across large teams.” | 2/6 |
| 6 | Featurebase“Featurebase is a more modern, lightweight alternative that’s often cheaper and includes a public changelog, feedback boards, and even a simple in-app widget.” | 1/6 |
| 7 | Marker.io“Marker.io is the best. Users click a widget, annotate a screenshot, and it automatically captures browser info, console logs, and sends it straight to your proj” | 1/6 |
| 8 | Userpilot“Userpilot is great if you want to trigger contextual feedback widgets right inside your app, based on user behavior.” | 1/6 |
| 9 | ProProfs Chat“ProProfs Chat or Zendesk Web Widget are solid, but they’re more support-ticket oriented than pure feedback.” | 1/6 |
| 10 | Zendesk Web Widget“ProProfs Chat or Zendesk Web Widget are solid, but they’re more support-ticket oriented than pure feedback.” | 1/6 |
| 11 | Helpful“Helpful (free for up to 1,000 pageviews/month)” | 1/6 |
| 12 | UserReport“UserReport (free with a small branding logo)” | 1/6 |
Methodology & honesty notes
Counts come from asking an AI model 6 standardized buyer questions and extracting the products it names — model knowledge, not live web search, and small samples move week to week. Treat position as directional, not a verdict. Not sponsored; no product can pay to appear here.
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