AI Rank leaderboard
Best public product roadmap tool — according to AI
We asked AI assistants 6 questions a real buyer would ask about public product roadmap tools — “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 September 14, 2026).
| # | Product | AI answers mentioning it |
|---|---|---|
| 1 | Canny“The go-to for feedback-driven public roadmaps. Clean voting board, changelog, and roadmap views.” | 5/6 |
| 2 | Productboard“Strong if you want the roadmap tied to customer feedback and prioritization. The public portal lets customers vote and comment.” | 5/6 |
| 3 | Aha!“Purpose-built for public roadmaps with polished idea portals and voting, so customers can see and shape what's coming.” | 5/6 |
| 4 | Notion“Notion is the cheapest, most flexible option if you just want a clean shareable page.” | 5/6 |
| 5 | Roadmunk“Great visual timelines and swimlanes, with shareable/public views.” | 4/6 |
| 6 | Jira Product Discovery“Ideal if your engineering work already lives in Jira, letting you share a curated public roadmap straight from your existing backlog.” | 3/6 |
| 7 | Trello“Trello's free plan lets you make a board and share it via a public link, with lists as your roadmap columns.” | 2/6 |
| 8 | Featurebase“A newer, cheaper Canny alternative that does the same job (roadmap + feedback + voting) with a more modern UI.” | 2/6 |
| 9 | Frill“Similar to Canny but more affordable, with a polished public roadmap and idea board. Good for smaller teams.” | 2/6 |
| 10 | GitHub Projects“You can make a public project board and it doubles as your roadmap with zero extra cost.” | 2/6 |
| 11 | Linear“Linear's is genuinely nice and free-ish if you already use Linear for issue tracking.” | 2/6 |
| 12 | UserVoice“Enterprise-grade feedback and roadmap, now owned by NICE. Solid but heavier and pricier.” | 1/6 |
| 13 | ClickUp“ClickUp if you want it tied to task management.” | 1/6 |
| 14 | ProdPad“Strong product-management backbone that can publish a customer-facing roadmap view without duplicating your internal planning.” | 1/6 |
| 15 | Coda“Notion / Coda / Airtable templates — the most common answer if you want something lightweight and free.” | 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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