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 July 13, 2026).
| # | Product | AI answers mentioning it |
|---|---|---|
| 1 | Productboard“Productboard for its excellent customer feedback integration and polished portal.” | 6/6 |
| 2 | Canny“Canny is great for collecting user feedback alongside a public roadmap.” | 6/6 |
| 3 | Aha!“Aha! is a strong choice if you need advanced strategy and goal mapping.” | 5/6 |
| 4 | Notion“Notion with a public template works well and is very affordable.” | 3/6 |
| 5 | Trello“Trello with a public board is still effective for basic roadmaps.” | 1/6 |
| 6 | Roadmunk“Roadmunk – Perfect for creating visually appealing, timeline-based roadmaps.” | 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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