What AI assistants actually recommend when buyers ask about ai tools for product managers — measured weekly across 4 engines, published as open data.
Updated 2026-08-02 · 70 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 70 AI answers · Window: Jul 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (100 answers)
Across 70 sampled AI answers from 4 engines, Productboard is recommended most often — appearing in 52.9% of recommendations, followed by Notion (52.9%) and Dovetail (47.1%).
This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Productboard productboard.com Best for: AI recommends Productboard most when buyers ask “which AI tool is best for product managers at startups vs enterprises” (91.7% of those answers) | 52.9% 95% CI 41.3–64.1% 37 mentions · avg pos 8.1 first pick 0% | — | GEMINI 64.3%CHATGPT 57.1%CLAUDE 71.4%PERPLEXITY 35.7% | Claim |
| 2 | Notion notion.so Best for: AI recommends Notion most when buyers ask “best AI assistant for writing product specs and PRDs” (100% of those answers) | 52.9% 95% CI 41.3–64.1% 37 mentions · avg pos 8.5 first pick 13.5% | — | GEMINI 53.6%CHATGPT 71.4%CLAUDE 42.9%PERPLEXITY 50% | Claim |
| 3 | Dovetail dovetail.com Best for: AI recommends Dovetail most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (100% of those answers) | 47.1% 95% CI 35.9–58.7% 33 mentions · avg pos 4.7 first pick 24.2% | — | GEMINI 53.6%CHATGPT 14.3%CLAUDE 57.1%PERPLEXITY 46.4% | Claim |
| 4 | Notion AI notion.com Best for: AI recommends Notion AI most when buyers ask “best AI assistant for writing product specs and PRDs” (91.7% of those answers) | 45.7% 95% CI 34.6–57.3% 32 mentions · avg pos 8.2 first pick 9.4% | — | GEMINI 46.4%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 46.4% | Claim |
| 5 | Linear linear.app Best for: AI recommends Linear most when buyers ask “best AI tools for product managers” (75% of those answers) | 37.1% 95% CI 26.8–48.9% 26 mentions · avg pos 8.8 first pick 7.7% | — | GEMINI 32.1%CHATGPT 42.9%CLAUDE 71.4%PERPLEXITY 32.1% | Claim |
| 6 | ChatPRD chatprd.ai Best for: AI recommends ChatPRD most when buyers ask “best AI assistant for writing product specs and PRDs” (83.3% of those answers) | 31.4% 95% CI 21.8–43% 22 mentions · avg pos 7.6 first pick 18.2% | — | GEMINI 46.4%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 21.4% | Claim |
| 7 | Miro miro.com Best for: AI recommends Miro most when buyers ask “how do I use AI to write user stories faster” (66.7% of those answers) | 31.4% 95% CI 21.8–43% 22 mentions · avg pos 8.3 first pick 9.1% | — | GEMINI 42.9%CLAUDE 14.3%PERPLEXITY 32.1% | Claim |
| 8 | Aha! aha.io Best for: AI recommends Aha! most when buyers ask “which AI tool is best for product managers at startups vs enterprises” (75% of those answers) | 30% 95% CI 20.5–41.5% 21 mentions · avg pos 10.6 first pick 9.5% | — | GEMINI 46.4%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 17.9% | Claim |
| 9 | Canny canny.io Best for: AI recommends Canny most when buyers ask “lightweight alternatives to heavyweight AI product management platforms” (58.3% of those answers) | 28.6% 95% CI 19.3–40.1% 20 mentions · avg pos 6 first pick 25% | — | GEMINI 25%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 35.7% | Claim |
| 10 | Draft Best for: AI recommends Draft most when buyers ask “best AI assistant for writing product specs and PRDs” (75% of those answers) | 27.1% 95% CI 18.1–38.5% 19 mentions · avg pos 8.5 first pick 5.3% | — | GEMINI 25%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 25% | Claim |
| 11 | Amplitude amplitude.com Best for: AI recommends Amplitude most when buyers ask “best AI tools for product managers” (75% of those answers) | 22.9% 95% CI 14.6–34% 16 mentions · avg pos 11.3 first pick 0% | — | GEMINI 32.1%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 10.7% | Claim |
| 12 | ClickUp clickup.com Best for: AI recommends ClickUp most when buyers ask “lightweight alternatives to heavyweight AI product management platforms” (50% of those answers) | 20% 95% CI 12.3–30.8% 14 mentions · avg pos 8.9 first pick 7.1% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 13 | Granola granola.ai Best for: AI recommends Granola most when buyers ask “best AI tools for product managers” (66.7% of those answers) | 20% 95% CI 12.3–30.8% 14 mentions · avg pos 14.2 first pick 0% | — | GEMINI 32.1%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 14 | Zeda.io zeda.io Best for: AI recommends Zeda.io most when buyers ask “best AI tools for product managers” (50% of those answers) | 18.6% 95% CI 11.2–29.2% 13 mentions · avg pos 6 first pick 7.7% | — | GEMINI 32.1%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 15 | Claude Code claude.com Best for: AI recommends Claude Code most when buyers ask “best AI tools for product managers” (58.3% of those answers) | 17.1% 95% CI 10.1–27.6% 12 mentions · avg pos 9.8 first pick 8.3% | — | GEMINI 14.3%CLAUDE 28.6%PERPLEXITY 21.4% | Claim |
| 16 | Pendo pendo.io Best for: AI recommends Pendo most when buyers ask “which AI tool is best for product managers at startups vs enterprises” (58.3% of those answers) | 17.1% 95% CI 10.1–27.6% 12 mentions · avg pos 11.9 first pick 0% | — | GEMINI 25%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 17 | Enterpret Best for: AI recommends Enterpret most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (75% of those answers) | 15.7% 95% CI 9–26% 11 mentions · avg pos 4.9 first pick 18.2% | — | GEMINI 21.4%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 18 | RICE Best for: AI recommends RICE most when buyers ask “how can AI help product managers prioritize a backlog” (83.3% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 2.4 first pick 40% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 19 | User Interviews userinterviews.com Best for: AI recommends User Interviews most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (41.7% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 5.5 first pick 20% | — | GEMINI 17.9%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 20 | Figma figma.com Best for: AI recommends Figma most when buyers ask “lightweight alternatives to heavyweight AI product management platforms” (50% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 8.7 first pick 10% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 17.9% | Claim |
| 21 | Theme Best for: AI recommends Theme most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (66.7% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 9.6 first pick 30% | — | GEMINI 17.9%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 22 | Mixpanel mixpanel.com Best for: AI recommends Mixpanel most when buyers ask “best AI tools for product managers” (50% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 10.3 first pick 0% | — | GEMINI 21.4%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 23 | Amplitude AI Best for: AI recommends Amplitude AI most when buyers ask “which AI tool is best for product managers at startups vs enterprises” (50% of those answers) | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 14.2 first pick 0% | — | GEMINI 28.6%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 24 | Slack slack.com | 14.3% 95% CI 7.9–24.3% 10 mentions · avg pos 15.5 first pick 10% | — | GEMINI 14.3%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 25 | StoriesOnBoard storiesonboard.com Best for: AI recommends StoriesOnBoard most when buyers ask “how do I use AI to write user stories faster” (66.7% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 1.7 first pick 22.2% | — | GEMINI 17.9%PERPLEXITY 14.3% | Claim |
| 26 | Thematic Best for: AI recommends Thematic most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (75% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 5 first pick 11.1% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7% | Claim |
| 27 | Lovable Best for: AI recommends Lovable most when buyers ask “best AI tools for product managers” (41.7% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 12.8 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 21.4% | Claim |
| 28 | airfocus airfocus.com Best for: AI recommends airfocus most when buyers ask “how can AI help product managers prioritize a backlog” (41.7% of those answers) | 12.9% 95% CI 6.9–22.7% 9 mentions · avg pos 13.9 first pick 0% | — | GEMINI 28.6%PERPLEXITY 3.6% | Claim |
| 29 | Make make.com Best for: AI recommends Make most when buyers ask “how can AI help product managers prioritize a backlog” (33.3% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 10.5 first pick 12.5% | — | GEMINI 17.9%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 30 | Vercel vercel.com Best for: AI recommends Vercel most when buyers ask “best AI tools for product managers” (33.3% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 13 first pick 0% | — | GEMINI 21.4%CLAUDE 28.6% | Claim |
| 31 | v0 by Vercel Best for: AI recommends v0 by Vercel most when buyers ask “best AI tools for product managers” (33.3% of those answers) | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 13 first pick 0% | — | GEMINI 21.4%CLAUDE 28.6% | Claim |
| 32 | Craft.io craft.io | 11.4% 95% CI 5.9–21% 8 mentions · avg pos 15 first pick 0% | — | GEMINI 25%PERPLEXITY 3.6% | Claim |
| 33 | Stackby stackby.com Best for: AI recommends Stackby most when buyers ask “which AI tool is best for product managers at startups vs enterprises” (41.7% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 3.4 first pick 42.9% | — | GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 34 | Copilot4DevOps copilot4devops.com Best for: AI recommends Copilot4DevOps most when buyers ask “how do I use AI to write user stories faster” (66.7% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 6 first pick 14.3% | — | GEMINI 17.9%PERPLEXITY 7.1% | Claim |
| 35 | Notebook LM notebooklm.google.com Best for: AI recommends Notebook LM most when buyers ask “best AI tools for product managers” (41.7% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 6.7 first pick 0% | — | GEMINI 14.3%CLAUDE 28.6%PERPLEXITY 3.6% | Claim |
| 36 | Numerous numerous.ai | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 7.7 first pick 28.6% | — | GEMINI 25% | Claim |
| 37 | Opsgenie atlassian.com | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 8.7 first pick 0% | — | GEMINI 10.7%CHATGPT 42.9%PERPLEXITY 3.6% | Claim |
| 38 | Otter otter.ai Best for: AI recommends Otter most when buyers ask “best AI tools for product managers” (50% of those answers) | 10% 95% CI 4.9–19.2% 7 mentions · avg pos 16.8 first pick 0% | — | GEMINI 17.9%PERPLEXITY 7.1% | Claim |
| 39 | Motion usemotion.com Best for: AI recommends Motion most when buyers ask “lightweight alternatives to heavyweight AI product management platforms” (33.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 1.3 first pick 33.3% | — | GEMINI 10.7%PERPLEXITY 10.7% | Claim |
| 40 | Perspective getperspective.ai | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 4 first pick 0% | — | CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 41 | BuildBetter buildbetter.ai Best for: AI recommends BuildBetter most when buyers ask “best AI tools for product managers” (33.3% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 6.5 first pick 16.7% | — | GEMINI 10.7%PERPLEXITY 10.7% | Claim |
| 42 | Airtable airtable.com Best for: AI recommends Airtable most when buyers ask “which AI tool is best for product managers at startups vs enterprises” (50% of those answers) | 8.6% 95% CI 4–17.5% 6 mentions · avg pos 16 first pick 0% | — | GEMINI 7.1%PERPLEXITY 14.3% | Claim |
| 43 | Wrike wrike.com Best for: AI recommends Wrike most when buyers ask “best AI tools for product managers” (33.3% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 5.8 first pick 0% | — | GEMINI 17.9% | Claim |
| 44 | Cursor cursor.sh | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 13 first pick 0% | — | GEMINI 7.1%CHATGPT 28.6%CLAUDE 14.3% | Claim |
| 45 | IdeaPlan Templates ideaplan.io Best for: AI recommends IdeaPlan Templates most when buyers ask “best AI assistant for writing product specs and PRDs” (33.3% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 13 first pick 0% | — | CHATGPT 28.6%PERPLEXITY 10.7% | Claim |
| 46 | Qualtrics qualtrics.com Best for: AI recommends Qualtrics most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 13.8 first pick 0% | — | GEMINI 10.7%CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 47 | Canva canva.com Best for: AI recommends Canva most when buyers ask “best AI tools for product managers” (33.3% of those answers) | 7.1% 95% CI 3.1–15.7% 5 mentions · avg pos 17.8 first pick 0% | — | GEMINI 14.3%PERPLEXITY 3.6% | Claim |
| 48 | Kollabe Best for: AI recommends Kollabe most when buyers ask “how do I use AI to write user stories faster” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 1.7 first pick 50% | — | GEMINI 14.3% | Claim |
| 49 | Forecast forecast.app Best for: AI recommends Forecast most when buyers ask “how can AI help product managers prioritize a backlog” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 7.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 50 | Sprig sprig.com Best for: AI recommends Sprig most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 9.3 first pick 0% | — | GEMINI 14.3% | Claim |
| 51 | Gamma gamma.app | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 9.7 first pick 0% | — | GEMINI 3.6%PERPLEXITY 10.7% | Claim |
| 52 | ProdPad prodpad.com | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 10 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 53 | Grammarly grammarly.com | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 13 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 54 | Azure DevOps Best for: AI recommends Azure DevOps most when buyers ask “how do I use AI to write user stories faster” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 13.8 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 55 | Segment segment.com Best for: AI recommends Segment most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 14.7 first pick 0% | — | GEMINI 10.7%PERPLEXITY 3.6% | Claim |
| 56 | Kraftful kraftful.com Best for: AI recommends Kraftful most when buyers ask “which AI tool is best for product managers at startups vs enterprises” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 15.8 first pick 0% | — | GEMINI 14.3% | Claim |
| 57 | Zapier AI zapier.com Best for: AI recommends Zapier AI most when buyers ask “best AI tools for product managers” (33.3% of those answers) | 5.7% 95% CI 2.2–13.8% 4 mentions · avg pos 20.3 first pick 0% | — | GEMINI 10.7%PERPLEXITY 3.6% | Claim |
| 58 | Bolt bolt.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 1 first pick 33.3% | — | PERPLEXITY 10.7% | Claim |
| 59 | Figr figr.design Best for: AI recommends Figr most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 1 first pick 33.3% | — | GEMINI 3.6%PERPLEXITY 7.1% | Claim |
| 60 | Asana asana.com Best for: AI recommends Asana most when buyers ask “lightweight alternatives to heavyweight AI product management platforms” (33.3% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 4 first pick 33.3% | — | GEMINI 7.1%CLAUDE 14.3% | Claim |
| 61 | ProductGo | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 4.3 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 62 | Chisel | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 7 first pick 0% | — | GEMINI 3.6%PERPLEXITY 7.1% | Claim |
| 63 | Maze maze.co Best for: AI recommends Maze most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 9 first pick 0% | — | GEMINI 3.6%PERPLEXITY 7.1% | Claim |
| 64 | Great Question greatquestion.co Best for: AI recommends Great Question most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 10 first pick 0% | — | GEMINI 3.6%PERPLEXITY 7.1% | Claim |
| 65 | Medallia | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 10.7 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 66 | Replit Agent replit.com Best for: AI recommends Replit Agent most when buyers ask “best AI tools for product managers” (41.7% of those answers) | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 12 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3% | Claim |
| 67 | H2O.ai h2o.ai | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 13 first pick 0% | — | PERPLEXITY 10.7% | Claim |
| 68 | Productboard AI | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 13.3 first pick 0% | — | GEMINI 7.1%CLAUDE 14.3% | Claim |
| 69 | Microsoft microsoft.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 13.7 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3% | Claim |
| 70 | Lovable.dev lovable.dev | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 14 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3% | Claim |
| 71 | Zendesk zendesk.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 14.5 first pick 0% | — | GEMINI 3.6%CHATGPT 28.6% | Claim |
| 72 | Whimsical whimsical.com | 4.3% 95% CI 1.5–11.9% 3 mentions · avg pos 22.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 3.6% | Claim |
| 73 | Bolt.new bolt.new | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 1 first pick 50% | — | PERPLEXITY 7.1% | Claim |
| 74 | Copilot | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 1 first pick 50% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 75 | Storyflow storyflow.so | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 2 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 76 | Scriptonia scriptonia.dev | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 3 first pick 0% | — | GEMINI 3.6%CLAUDE 14.3% | Claim |
| 77 | ClickUp AI | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 3.6% | Claim |
| 78 | WSJF | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 3.6% | Claim |
| 79 | tl;dv tldv.io | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 80 | Anthropic Claude API anthropic.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 3.6%CHATGPT 14.3% | Claim |
| 81 | Roadmunk roadmunk.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 7.1% | Claim |
| 82 | NVivo qsrinternational.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 8.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 83 | Atlas.ti atlasti.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 9 first pick 0% | — | GEMINI 7.1% | Claim |
| 84 | MAXQDA maxqda.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 9.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 85 | Condens AI | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 10 first pick 0% | — | GEMINI 7.1% | Claim |
| 86 | Superhuman superhuman.com | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 10.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 87 | Rovo AI | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 13 first pick 0% | — | GEMINI 7.1% | Claim |
| 88 | Zonka Feedback zonkafeedback.com Best for: AI recommends Zonka Feedback most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 13 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 89 | Copy.ai copy.ai | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 16.5 first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 90 | v0.dev v0.dev | 2.9% 95% CI 0.8–9.8% 2 mentions · avg pos 16.5 first pick 0% | — | GEMINI 7.1% | Claim |
| 91 | Elephas elephas.app Best for: AI recommends Elephas most when buyers ask “lightweight alternatives to heavyweight AI product management platforms” (33.3% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 92 | Gong gong.io | 2.9% 95% CI 0.8–9.8% 2 mentions first pick 0% | — | GEMINI 3.6%PERPLEXITY 3.6% | Claim |
| 93 | Hypotenuse AI hypotenuse.ai | 2.9% 95% CI 0.8–9.8% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 94 | Insight7 insight7.io Best for: AI recommends Insight7 most when buyers ask “what AI tool should I use to synthesize user feedback into product insights” (33.3% of those answers) | 2.9% 95% CI 0.8–9.8% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 95 | Jotform jotform.com | 2.9% 95% CI 0.8–9.8% 2 mentions first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 96 | Trello trello.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 14.3% | Claim |
| 97 | Trello AI | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 14.3% | Claim |
| 98 | Perplexity Pro perplexity.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 3.6% | Claim |
| 99 | Atlassian Rovo | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 3.6% | Claim |
| 100 | Gainsight gainsight.com | 1.4% 95% CI 0.3–7.7% 1 mentions · avg pos 6 first pick 0% | — | CLAUDE 14.3% | Claim |
Reading the numbers: Share is a point estimate on 70 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
What AI recommends in adjacent categories — same method, fresh weekly.
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