Home / Directory / AI SaaS tooling / AI changelog & feedback boards / Canny
Canny
Customer feedback and changelog platform that uses AI to cluster requests from sales and support conversations so product teams can prioritize what to build next.
Product teams that want a feedback board, public roadmap, and changelog with AI help reading sales and support conversations.
Teams that only need a minimal changelog widget, or buyers shopping for a full research repository or survey lab.
Verdict
Canny is a good fit when the bottleneck is turning customer requests into a prioritized roadmap. Practitioners like the feedback-to-changelog loop; buyers who only need a simple release widget may still prefer Frill.
Score Breakdown
How Canny scores in the categories that matter to its buyers.
Pricing
Canny lists Free, Pro and Business plans on canny.io/pricing. Figures are USD list prices read from the vendor’s pricing page in November 2026.
| Plan / SKU | Meter | Price (USD) | What stands out |
|---|---|---|---|
| Free | per month | $0 | AI-powered feedback capture for teams getting started |
| Pro | per month | $79 billed yearly | Advanced reporting and workflows; connects feedback to revenue |
| Business | annual | Custom quote | Contact sales |
The Field at a Glance
How Canny compares with other AI changelog & feedback boards vendors we reviewed, by Overall Score and relative typical engagement cost.
Canny scores 7.6 in AI changelog & feedback boards, ahead of Featurebase (7.2), Nolt (6.8), and Frill (6.7). Relative cost lands mid-band on published plans.
Use-case matrix
| Use case | Fit | Notes |
|---|---|---|
| Feedback boards | Strong | Core Canny motion. |
| AI clustering of requests | Strong | Differentiation path. |
| Changelog publishing | Strong | Common buyer story. |
| Minimal release widgets | Mixed | Frill offers a lighter changelog and feedback widget. |
| Research repositories | Mixed | Canny collects feature requests and does not store research interviews. |
| Incident on-call | Poor | Canny does not cover incident on-call. |
Review Excerpts
Representative buyer views drawn from public information about Canny. Paid reviews and pay-for-play sites were excluded.
“Support and sales paste requests into Canny, and product sees which ones come from large accounts.”
Representative buyer view
“We keep a public roadmap and changelog so customers can follow what shipped.”
Representative buyer view
“Tracked-user pricing makes costs hard to predict as the customer base grows.”
Representative buyer view
Where customer reviews couldn't be found, our analysts attempted to give a voice to buyer sentiment, drawing on real information from review sites, forums, and product documentation.
Based on: Canny’s pricing page
Company Facts
- Founded
- 2015 (CB Insights)
- Headquarters
- San Francisco, California, United States (CB Insights)
- Key investors
- Founder Institute 50 LatAm, Founder Institute Waterloo (CB Insights)
- Website
- canny.io
Key Leadership

Sarah Hum
Co-founder
Methodology
This page is an independent evaluation of Canny for buyers comparing options in ai changelog & feedback boards. AI Industry Reviews accepts no sponsorships, advertising, or pay-for-placement fees. Canny did not pay for this review.
What we scored
The headline number is an Overall Score on a 0-10 scale. Eight criteria sit under it in two groups.
- Buyer outcomes (for ai changelog & feedback boards)
- Feedback board & voting
- AI request clustering
- Changelog & roadmap publishing
- Lightweight changelog-only UX
- Company & commercial
- Innovation & product leadership
- Project management & communication
- Pricing
- Contract fairness
Pricing measures whether the price looks fair for the value delivered, including packaging and renewal friction that show up in real buying cycles.
Score Composition
| Input | Weight | What it covers |
|---|---|---|
| Reviews | 40% | A proprietary read of what practitioners say about likes, complaints, and day-to-day use, including public review sites, forums, and private chat rooms. Paid reviews and pay-for-play sites are out of scope. |
| Product | 35% | Hands-on look at screens and workflows. |
| Pricing | 15% | Whether the price looks fair for what you get. |
| Docs & training | 10% | Docs, tutorials, and training material. |
How we balanced the evidence
The Overall Score is the simple average of the eight criteria. Recommendation language follows that score and the use-case matrix above.
Scope
Canny is graded here as ai changelog & feedback boards. Criteria scores can move as more review volume and product checks are added.
