What AI says about Productboard
Data as of Oct 26, 2026Based on 38,998 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Productboard is a product management platform that centralizes customer data, feedback analysis, and roadmap planning. It is among the brands most often named when teams need to collect user feedback, prioritize feature requests, and share public product roadmaps.
8%
of AI answers about Productboard and its rivals · since Jul 5
The market map
Product Roadmapping Software ToolsMentioned in
- 1ProductboardMentioned in 79%Avg. position 3.5
- 2ProductPlanMentioned in 43%Avg. position 4.7
- 2Jira Product DiscoveryMentioned in 42%Avg. position 5.4
- 4LinearMentioned in 31%Avg. position 5.8
- 4Aha! RoadmapsMentioned in 29%Avg. position 4.8
- 8CannyMentioned in 26%Avg. position 3.7
- 8ClickUpMentioned in 23%Avg. position 7.3
- 10airfocusMentioned in 22%Avg. position 6.0
- 10NotionMentioned in 19%Avg. position 7.5
- 13MondayMentioned in 15%Avg. position 8.0
- 13MiroMentioned in 15%Avg. position 6.5
- 13AsanaMentioned in 14%Avg. position 5.0
- 13VisorMentioned in 13%Avg. position 4.3
- 13Tempo RoadmapsMentioned in 13%Avg. position 6.4
Where Productboard ranks in AI
- Product Roadmapping Software Tools#1 · 79%
- Voice of Customer Feedback Platform#1 · 35%
- Agile Project and Issue Management Software#13 · 8%
- Customer Feedback Survey Software#18 · 10%
- User Research Repository Software#21 · 5%
- Competitive Intelligence Software Platforms#22 · 4%
- Voice of Customer Text Analytics Platforms#25 · 4%
- UX Prototyping and User Testing Tools#27 · 4%
- Customer Reviews & UGC Platforms#30 · 3%
- Feature Flag Management Platforms#38 · <1%
- Mobile App Growth & Engagement Tools#67 · 1%
- Infrastructure Capital Project Management Software#109 · <1%
Topics where AI mentions Productboard
- Public product roadmap softwareProduct Roadmapping Software Tools98%Rank #1
- Product roadmap softwareProduct Roadmapping Software Tools97%Rank #1
- Agile software development trackingProduct Roadmapping Software Tools91%Rank #1
- Project roadmap visualizer with live synchronizationProduct Roadmapping Software Tools26%Rank #8
- Roadmap planning software with AIAgile Project and Issue Management Software57%Rank #1
- Feedback management tool with public voting boardVoice of Customer Feedback Platform71%Rank #3
- Competitive analysis matrix toolsCompetitive Intelligence Software Platforms50%Rank #4
- AI ticket classifier for product, feature, and sentimentVoice of Customer Text Analytics Platforms4%Rank #14
- Project and issue tracking software
- Product management consultants for AI
- AI-powered project estimation tool
- In-app and mobile user feedback collection
- Customer interview analysis automation software
- AI app store review analyzer
- Best roadmap tool aligning eng and GTM?on this questionMentioned in 98%
- What is the best product management tool?on this questionMentioned in 98%
- We need an AI system that flags when product work is drifting from customer problems. What tools connect user feedback to roadmap execution?on this questionMentioned in 100%
- What is the best product roadmap software?on this questionMentioned in 100%
- Which AI products can compare a roadmap against customer demand and revenue impact?on this questionMentioned in 100%
- What are the key differences between product roadmapping tools for a B2B SaaS product manager, especially for stakeholder communication?on this questionMentioned in 100%
How AI describes Productboard
Common descriptions
excellent · best · strong · customer-driven · good · customer-centric
Tone of AI’s statements about Productboard
- Positive69%
- Neutral27%
- Mixed3%
- Negative1%
- focus90% of the answers comparing Productboard on focus rate it better than a rival, 10% worse.
- ease of useAI is mixed on ease of use: 52% of the answers comparing Productboard rate it worse than a rival, 48% better. Includes “complexity”, “complexity and cost”, “complexity and price”, “complexity and strategy”, “configuration complexity”, “cost and learning curve”, “cost and complexity”, “integration complexity”, “learning curve”, “organizational complexity”, “simplicity”, “target audience and complexity”, “workflow complexity”.
- integrationsAI is mixed on integrations: 64% of the answers comparing Productboard rate it worse than a rival, 36% better. Includes “customer feedback integration”, “figma integration”, “gitlab integration”, “integration”, “integration strength”, “integration workflow”, “integration capability”, “prd and issue tracker integration”, “product strategy integration”, “roadmap integration”, “workflow integration”.
Where AI mentions Productboard
Position in answers
- Named first26%
- 2nd or 3rd31%
- Later43%
Each engine’s share of its own answers across Productboard’s markets · since Jul 5
- ChatGPT Search9%
- Google AI Mode7%
Insights for Productboard
Since Jul 5
Gap between platforms: Google AI Mode mentions Productboard 4.7 points more often than ChatGPT Search in Agile Project and Issue Management Software
Google AI ModeGoogle AI Mode10%ChatGPT SearchChatGPT Search5%
Sources AI cites
productboard.com 31%Other sites 69%
- Owned31%
- The Agentic Product Management System | Productboard · 11% (opens in a new tab)
- Using AI for Product Roadmap Prioritization | Productboard · 2% (opens in a new tab)
- Product Roadmap Software | Productboard · 2% (opens in a new tab)
- Product portal | Productboard · 1% (opens in a new tab)
- Customer Feedback Tool | Productboard · 1% (opens in a new tab)
- Productboard Integrations | Jira, Azure DevOps, Zendesk & More · 1% (opens in a new tab)
- Product Roadmapping | Productboard Use Case · 1% (opens in a new tab)
- Spark Use Case: AI Customer Feedback Analysis | Productboard · 1% (opens in a new tab)
- Productboard AI: Give your product team superpowers · 1% (opens in a new tab)
- Product Insights from Customers | Productboard · 1% (opens in a new tab)
- 5%
- What is Productboard? – Productboard Support · 2% (opens in a new tab)
- Review an item's insights – Productboard Support · 1% (opens in a new tab)
- Track feature dependencies to mitigate risks – Productboard Support · 1% (opens in a new tab)
- Share your roadmaps with external stakeholders and customers – Productboard Support · 1% (opens in a new tab)
- Productboard AI – Productboard Support · <1% (opens in a new tab)
- Getting started with Productboard's Jira Integration – Productboard Support · <1% (opens in a new tab)
- Link insights automatically with Productboard AI – Productboard Support · <1% (opens in a new tab)
- Productboard Help Center · <1% (opens in a new tab)
- Productboard Pulse · <1% (opens in a new tab)
- Productboard Release Notes – Productboard Support · <1% (opens in a new tab)
- 5%
- Best Product Roadmap Tools for 2025: Top Picks & Reviews - YouTube · 1% (opens in a new tab)
- Which roadmap tool Is best for your project? · 1% (opens in a new tab)
- Which roadmap tool Is best for your project? · <1% (opens in a new tab)
- We Ranked Every AI Tool for Product Managers — So You Don’t Have To · <1% (opens in a new tab)
- Unlock Roadmap Planning Theory | Essential Guide for AI for Product Owners · <1% (opens in a new tab)
- Top ProductBoard Alternatives | Best Roadmap Tools for Product Teams · <1% (opens in a new tab)
- Unlock Roadmap Planning Theory | Essential Guide for AI for Product Owners · <1% (opens in a new tab)
- Best Product Roadmap Tools for 2025: Top Picks & Reviews · <1% (opens in a new tab)
- How AI Can Help You Manage Project Scope and Prevent Scope Creep | PMPwithRay · <1% (opens in a new tab)
- How to analyze NPS (net promoter score) feedback ... · <1% (opens in a new tab)
- 4%
- What tools (if any) actually help automate customer feedback into actionable fixes or features? Still super manual for your team? · 1% (opens in a new tab)
- Reddit - Prove your humanity · 1% (opens in a new tab)
- Hey PM's what is your go to tool for gathering and analysing customer feedback and why? · <1% (opens in a new tab)
- What tools are you using for building a roadmap? · <1% (opens in a new tab)
- Best Product Feedback Tools for 2026 · <1% (opens in a new tab)
- Best tool for roadmap visualisation? · <1% (opens in a new tab)
- Which tools does your team use to manage prioritization and roadmaps? · <1% (opens in a new tab)
- Roadmaps in a SaaS context. What is your experience? · <1% (opens in a new tab)
- What tools do you use for product management? - Reddit · <1% (opens in a new tab)
- How do you actually manage customer feedback across multiple sources? · <1% (opens in a new tab)
- 3%
- What is the best product roadmap software? 2026 Recommendations & Reviews · 1% (opens in a new tab)
- 10 Best AI Product Roadmap Software Reviewed in 2026 · <1% (opens in a new tab)
- What are the best product analytics tools? 2026 Recommendations & Reviews · <1% (opens in a new tab)
- 19 Best Online Roadmap Tools for PMs in 2026 · <1% (opens in a new tab)
- What is the best product planning software? 2026 Recommendations & Reviews · <1% (opens in a new tab)
- 10 Best ProductPlan Alternatives Reviewed in 2026 · <1% (opens in a new tab)
- 20 Best Free Product Roadmap Software of 2026 · <1% (opens in a new tab)
- What are the best product management tools? 2026 Recommendations & Reviews · <1% (opens in a new tab)
- 17 Best Product Newsletters of 2026 · <1% (opens in a new tab)
- 10 Best Agile Product Management Tools for 2026 · <1% (opens in a new tab)
- 3%
- Aha! Roadmaps vs. Productboard: Best Roadmap Software for 2026 · 1% (opens in a new tab)
- The World's #1 Product Management Software · <1% (opens in a new tab)
- Aha! · <1% (opens in a new tab)
- Best Enterprise Product Roadmap Tools in 2026: How To Choose and What to Compare · <1% (opens in a new tab)
- Roadmap Software: How To Choose the Best Offering · <1% (opens in a new tab)
- Competitive Analysis Templates: Options for Product Teams · <1% (opens in a new tab)
- Aha! Roadmaps — Create Visual Roadmaps · <1% (opens in a new tab)
- Aha! Tutorial Highlights: Build Impressive Roadmaps With the Right Details · <1% (opens in a new tab)
- Product Launch Checklist: Step-by-Step Guide for PMs · <1% (opens in a new tab)
- Roadmap Planning: A Must-Have Guide for PMs · <1% (opens in a new tab)
- 2%
- Product Management Tools Compared: A 2026 Selection Guide · <1% (opens in a new tab)
- Product Management Tools Reviewed: Shortlist and Selection · <1% (opens in a new tab)
- Best Product Management Tools: 2026 Comparison and · <1% (opens in a new tab)
- Best Product Management Tools: Shortlist and Comparison · <1% (opens in a new tab)
- Product Management Tools: A 2026 Selection and Comparison · <1% (opens in a new tab)
- Best Product Management Solution Tools: 2026 Comparison and · <1% (opens in a new tab)
- Top Product Management Tools: 2026 Comparison and Selection · <1% (opens in a new tab)
- Requirements Traceability Software: 2026 Tools Compared · <1% (opens in a new tab)
- AI Project Tracking Tools Compared: How to Choose the Right · <1% (opens in a new tab)
- AI Requirement Management Tools Compared: Selection Guide for 2026 · <1% (opens in a new tab)
- 1%
- 13 best product roadmap tools (with key features and pricing) - Canny Blog · 1% (opens in a new tab)
- The 12 best customer feedback management tools (pricing & features) · <1% (opens in a new tab)
- The 8 best AI feedback tools for product teams in 2026 · <1% (opens in a new tab)
- Best product management software for 2026 · <1% (opens in a new tab)
- Should you have a public product roadmap? · <1% (opens in a new tab)
The page AI cites most for Productboard