What AI says about Aha!
Data as of Oct 26, 2026Based on 39,024 AI responses
Reviewed by Dimitry Apollonsky
Where Aha! ranks in AI
MarketRank · Mentioned in
- Product Roadmapping Software Tools#4 · 28%
- AI Code and Content Assistants#15 · 3%
- Voice of Customer Feedback Platform#36 · 4%
- Agile Project and Issue Management Software#40 · 2%
- UX Prototyping and User Testing Tools#43 · 1%
- Website Builder and Blogging Platforms#44 · 2%
- OKR and Goals Management Software#59 · <1%
- Competitive Intelligence Software Platforms#64 · 1%
- Customer Feedback Survey Software#93 · <1%
- Infrastructure Capital Project Management Software#109 · <1%
- Product Analytics and Session Replay#143 · <1%
- Knowledge Base and Wiki Software#210 · <1%
Topics where AI mentions Aha!
TopicMentioned in · on this topicRank
- Product roadmap softwareProduct Roadmapping Software Tools42%Rank #4
- Public product roadmap softwareProduct Roadmapping Software Tools26%Rank #4
- Agile software development trackingProduct Roadmapping Software Tools31%Rank #9
- Project roadmap visualizer with live synchronizationProduct Roadmapping Software Tools6%Rank #26
- Roadmap planning software with AIAgile Project and Issue Management Software21%Rank #2
- Competitive analysis matrix toolsCompetitive Intelligence Software Platforms21%Rank #9
- Feedback management tool with public voting boardVoice of Customer Feedback Platform2%Rank #17
- Project and issue tracking softwareAgile Project and Issue Management Software1%Rank #32
- Self-service help center with AI search
- Mentioned in
- What is the best product management tool?on this question16%
Excerpts where Aha! appeared in the AI's answer
ChatGPT SearchSep 19, 2026, ChatGPT Search Aha! — strong for product strategy, portfolios, OKRs, prioritization, and executive roadmaps, particularly in larger organizations.
Google AI ModeSep 15, 2026, Google AI Mode Aha! — Best for Enterprise Strategy & Structure . Excellent for large organizations that need rigorous strategic planning, structured idea management, and strict alignment between corporate goals and product releases.
- Best roadmap tool aligning eng and GTM?on this question13%
Excerpts where Aha! appeared in the AI's answer
ChatGPT SearchSep 17, 2026, ChatGPT Search Aha! is the stronger alternative if you want strategy to be the backbone.
Google AI ModeSep 9, 2026, Google AI Mode Aha! (Best for enterprise strategy-to-execution): Deeply robust, connecting high-level business strategy and GTM release plans directly down to engineering work.
- I am looking for a roadmap planner that uses AI suggestions but does not override my manual dependencies.on this question6%
Excerpts where Aha! appeared in the AI's answer
ChatGPT SearchOct 8, 2026, ChatGPT Search airfocus, Aha!, and Dragonboat are stronger choices if this is for a professional product-management organization.
Google AI ModeSep 23, 2026, Google AI Mode Do you currently use a specific tracking stack (like Jira, Linear, or Aha! )
- Which AI products can compare a roadmap against customer demand and revenue impact?on this question7%
Excerpts where Aha! appeared in the AI's answer
Google AI ModeSep 18, 2026, Google AI Mode Aha! (via Aha! Roadmaps / Aha! Ideas): Offers robust scoring frameworks
Google AI ModeSep 10, 2026, Google AI Mode Aha! : While traditionally a comprehensive manual product management and roadmapping suite, Aha! has integrated advanced AI features
- What is the best tool for creating and managing a competitive analysis matrix for our product strategy?on this question6%
Excerpts where Aha! appeared in the AI's answer
Google AI ModeSep 18, 2026, Google AI Mode Aha! and Productboard serving as top dedicated product management choices
Google AI ModeAug 25, 2026, Google AI Mode Aha!: The gold standard for structured product management. It features a built-in, dedicated competitive matrix view
How AI describes Aha!
Common descriptions
excellent · powerful · comprehensive · robust · good · strong
Tone of AI’s statements about Aha!
- Positive60%
- Neutral25%
- Mixed12%
- Negative3%
Question: We use a project management tool. Who offers a roadmap visualizer that syncs live data from it?
Google AI ModeOct 21, 2026
Aha!: Offers Aha! Roadmaps with real-time status syncing to developer environments like Jira and Aha! Develop.
Google AI ModeAug 11, 2026
Aha! Roadmaps : An enterprise-grade platform that connects broad strategy to execution by maintaining active synchronization with a wide array of development tools.
Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)
Question: I am looking for a roadmap planner that uses AI suggestions but does not override my manual dependencies.
ChatGPT SearchOct 8, 2026
airfocus, Aha!, and Dragonboat are stronger choices if this is for a professional product-management organization.
ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)Google AI ModeAsk Google AI Mode yourself (opens in a new tab)
How prominently AI mentions Aha!
Position in answers
- Named first7%
- 2nd or 3rd35%
- Later58%
Each engine’s share of its own answers across Aha!’s markets · since Jul 5
- ChatGPT Search1%
- Google AI Mode<1%
Compare Aha!
Sources AI cites
aha.io 38%Other sites 62%
- Owned38%
- The World's #1 Product Management Software · 16% (opens in a new tab)
- Product Launch Checklist: Step-by-Step Guide for PMs · 2% (opens in a new tab)
- Competitive Analysis Templates: Options for Product Teams · 2% (opens in a new tab)
- Roadmap Software for Product Teams (45+ Integrations) | Aha! Roadmaps · 2% (opens in a new tab)
- Dashboard executive summary | Aha! AI prompt library · 1% (opens in a new tab)
- Analyze Gong Transcripts for Product Insights With Aha! Discovery · 1% (opens in a new tab)
- Just Launched! — The New Aha! Business Model Builder · 1% (opens in a new tab)
- Introducing AI-Powered Release Notes · 1% (opens in a new tab)
- Aha! Discovery | Product discovery tool for user research · 1% (opens in a new tab)
- Aha! Discovery AI Transcript Analysis — Uncover Customer ... · 1% (opens in a new tab)
The page AI cites most for Aha!
