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Featurebase
Bootstrapped feedback, changelog, and help-center platform for product teams that want boards, roadmaps, and AI-assisted support content in one place.
Product teams that want feedback boards, changelogs, and a light help center without buying three separate tools.
Teams that need the deepest enterprise feedback analytics first, or buyers comparing only minimal public roadmaps.
Verdict
Featurebase is a fair fit when the bottleneck is collecting feedback and publishing changes without a stack of point tools. Practitioners like the combined board and changelog path; buyers chasing the thickest category leader may still prefer Canny.
Score Breakdown
How Featurebase scores in the categories that matter to its buyers.
Pricing
Featurebase lists Free, Growth, Professional and Enterprise plans on its pricing page, with an AI agent billed per resolution. 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 | One seat |
| Growth | per seat / month | $29 billed annually ($37 monthly) | Paid seats for small teams |
| Professional | per seat / month | $59 billed annually ($75 monthly) | 20 free Lite seats included |
| Enterprise | per seat / month | $99 billed annually ($129 monthly) | 50 free Lite seats included |
| Fibi AI agent | per resolution | $0.49 | AI answers for support conversations |
The Field at a Glance
How Featurebase compares with other AI changelog & feedback boards vendors we reviewed, by Overall Score and relative typical engagement cost.
Featurebase scores 7.2 in AI changelog & feedback boards, under Canny (7.6) and ahead of Nolt (6.8) and Frill (6.7). Relative cost is lower on free and published starter plans.
Use-case matrix
| Use case | Fit | Notes |
|---|---|---|
| Feedback boards | Strong | Public boards with voting, comments and statuses. |
| Changelog | Strong | Publishes release notes that followers can subscribe to. |
| Help center | Strong | Builds a searchable help center in the same workspace. |
| Enterprise feedback analytics | Mixed | Canny reports in more depth on request value. |
| Minimal public roadmap only | Mixed | Nolt covers a board and roadmap with unlimited users at a flat price. |
| Feature flags | Poor | Featurebase does not cover feature flags. |
Review Excerpts
Representative buyer views drawn from public information about Featurebase. Paid reviews and pay-for-play sites were excluded.
“Feedback, release notes and the help center live in one workspace, so support and product see the same requests.”
Representative buyer view
“We publish a changelog entry whenever a requested feature ships and notify the people who voted.”
Representative buyer view
“Pricing is per seat and rises with each tier, so a larger team compares it with flat-priced boards.”
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: Featurebase’s pricing page
Methodology
This page is an independent evaluation of Featurebase for buyers comparing options in AI changelog & feedback boards. AI Industry Reviews accepts no sponsorships, advertising, or pay-for-placement fees. Featurebase 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 boards & voting
- Changelog publishing
- Help center / support content
- Enterprise feedback analytics
- 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
Featurebase is graded here as AI changelog & feedback boards. Criteria scores can move as more review volume and product checks are added.