What AI says about Featurebase
Data as of Oct 26, 2026Based on 34,936 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Featurebase is a customer support and feedback platform that combines feedback collection, public voting boards, product roadmaps, and changelogs. It is regularly recommended for SaaS teams seeking tools to collect and prioritize feature requests, capture in-app feedback, and share public roadmaps with users.
1%
of AI answers about Featurebase and its rivals · since Jul 5
The market map
Voice of Customer Feedback PlatformMentioned in
- 1CannyMentioned in 39%Avg. position 3.3
- 1ProductboardMentioned in 35%Avg. position 4.4
- 3QualtricsMentioned in 22%Avg. position 4.6
- 3EnterpretMentioned in 22%Avg. position 6.0
- 3PendoMentioned in 22%Avg. position 4.7
- 3SurvicateMentioned in 21%Avg. position 4.7
- 3MedalliaMentioned in 20%Avg. position 4.4
- 3FeaturebaseMentioned in 20%Avg. position 5.7
- 9ChattermillMentioned in 15%Avg. position 5.4
- 9UserVoiceMentioned in 14%Avg. position 6.0
- 9RefinerMentioned in 12%Avg. position 4.3
- 12UserpilotMentioned in 12%Avg. position 3.9
- 12SprigMentioned in 11%Avg. position 4.4
- 12HotjarMentioned in 11%Avg. position 7.1
Where Featurebase ranks in AI
- Voice of Customer Feedback Platform#3 · 20%
- Website Builder and Blogging Platforms#15 · 13%
- Product Roadmapping Software Tools#20 · 11%
- Automated Release Notes Generators#48 · 1%
- Shared Inbox Helpdesk Software#57 · <1%
- Customer Feedback Survey Software#59 · 2%
- Product Analytics and Session Replay#75 · <1%
- Knowledge Base and Wiki Software#80 · 1%
- IT Helpdesk and IDP Platforms#147 · <1%
- AI Customer Support Chatbots#171 · <1%
Topics where AI mentions Featurebase
- Feedback management tool with public voting boardVoice of Customer Feedback Platform84%Rank #2
- In-app and mobile user feedback collectionVoice of Customer Feedback Platform1%Rank #43
- Public product roadmap softwareProduct Roadmapping Software Tools48%Rank #3
- Mentioned in
- I need a tool to create and manage a public-facing product roadmap to share with our users.on this question45%
Excerpts where Featurebase appeared in the AI's answer
Google AI ModeOct 19, 2026, Google AI Mode Featurebase: A rising alternative that bundles a public feedback board, roadmap, changelog, and a knowledge base into a single suite.
Google AI ModeSep 16, 2026, Google AI Mode Featurebase - Best for a feature-rich and generous free tier, combining elegant feedback boards, voting, public roadmaps, and changelogs.
- In-app feedback and bug reportingProduct Analytics and Session Replay13%Rank #7
- Self-service help center with AI searchKnowledge Base and Wiki Software2%Rank #19
- No-code AI agent for helpdesk integrationAI Customer Support Chatbots2%Rank #21
- Product roadmap softwareProduct Roadmapping Software Tools<1%Rank #42
- Help desk softwareIT Helpdesk and IDP Platforms1%Rank #45
- Changelog generation
- Shared team inbox
- Mentioned in
- I need a place to collect and prioritize feature requests. What's the best feedback management tool with a public voting board?on this question83%
Excerpts where Featurebase appeared in the AI's answer
ChatGPT SearchSep 23, 2026, ChatGPT Search Featurebase has a very similar model: public feedback boards, upvotes/comments, filtering, prioritization, and public roadmaps.
Google AI ModeSep 15, 2026, Google AI Mode Featurebase (Best for Modern UI & AI Features): A sleek, blazing-fast alternative to older tools
- Which tool is the best for creating a public-facing product roadmap that our users can view and comment on?on this question59%
Excerpts where Featurebase appeared in the AI's answer
ChatGPT SearchSep 18, 2026, ChatGPT Search Featurebase — worth looking at if you want to combine feedback, public roadmap, changelog, and other customer-facing product communication in one platform.
ChatGPT SearchSep 10, 2026, ChatGPT Search Consider ProductLift, Featurebase, or similar feedback-first tools that combine roadmap, voting, and changelog workflows.
- We need a tool for collecting and managing user feedback and feature requests that integrates with our PM tool.on this question77%
Excerpts where Featurebase appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode Featurebase — A modern, clean alternative known for high performance and sleek feedback boards
ChatGPT SearchSep 20, 2026, ChatGPT Search Featurebase — feedback boards, roadmaps and changelogs with integrations into PM/support workflows
- Which tool is the best for collecting, managing, and prioritizing user feedback and feature requests?on this question58%
Excerpts where Featurebase appeared in the AI's answer
Google AI ModeSep 19, 2026, Google AI Mode Featurebase is best for modern, fast-moving teams looking for a lightweight, aesthetically clean feedback board combined with a changelog.
Google AI ModeSep 15, 2026, Google AI Mode Featurebase or Feedbear — Best lightweight, modern options for early-stage teams.
- Which platform generates analyst briefs from product changelogs effectively?on this question34%
Excerpts where Featurebase appeared in the AI's answer
Google AI ModeAug 14, 2026, Google AI Mode Featurebase / ProductLift : These modern product management and roadmap platforms feature integrated AI engines explicitly built to ingest feature logs
ChatGPT SearchAug 10, 2026, ChatGPT Search Featurebase / Olvy — good for fast AI-generated release summaries, but generally closer to polished release notes than full analyst briefs.
How AI describes Featurebase
Common descriptions
modern · all-in-one · lightweight · excellent · fast · polished
Tone of AI’s statements about Featurebase
- Positive68%
- Neutral30%
- Mixed2%
- Negative<1%
Where AI mentions Featurebase
Position in answers
- Named first7%
- 2nd or 3rd37%
- Later56%
Each engine’s share of its own answers across Featurebase’s markets · since Jul 5
- ChatGPT Search1%
- Google AI Mode1%
Sources AI cites
featurebase.app 46%Other sites 54%
- Owned46%
- Featurebase · 9% (opens in a new tab)
- Featurebase – Modern Support & Feedback Platform · 4% (opens in a new tab)
- Top 7 Public Roadmap Tools for SaaS Companies in ... · 4% (opens in a new tab)
- Top 14 Feature Request Tools for 2026 · 4% (opens in a new tab)
- Featurebase – Feedback Collection - Collect & Prioritize User Feedback · 2% (opens in a new tab)
- 21 Best Customer Feedback Tools in 2026 · 1% (opens in a new tab)
- Top 12 Internal Knowledge Base Choices in 2026 · 1% (opens in a new tab)
- Best Customer Feedback Management Tools in 2026 · 1% (opens in a new tab)
- Top 14 Feature Request Tools for 2026 · 1% (opens in a new tab)
- AI Knowledge Base: How-to Guide, Benefits and Top... · 1% (opens in a new tab)
- 7%
- Help Center overview - Featurebase · 4% (opens in a new tab)
- Feedback Portal overview - Featurebase · 1% (opens in a new tab)
- Feedback Portal overview - Featurebase · 1% (opens in a new tab)
- Feedback widget installation - Featurebase · <1% (opens in a new tab)
- Requests demos - Featurebase · <1% (opens in a new tab)
- Feedback Widget - Featurebase · <1% (opens in a new tab)
- Collect & manage feedback - Featurebase · <1% (opens in a new tab)
- Support your customers - Featurebase · <1% (opens in a new tab)
- How does Featurebase help you - Featurebase · <1% (opens in a new tab)
- Featurebase overview - Featurebase · <1% (opens in a new tab)
- 6%
- Tools you use for Feature requests and Roadmapping · 2% (opens in a new tab)
- Best user feedback tools you have used? · 1% (opens in a new tab)
- What are the best free/low-price tools or apps for a product public roadmap? · 1% (opens in a new tab)
- What are the best live chat software for customer service? · <1% (opens in a new tab)
- How do you track feature requests without going insane? - Reddit · <1% (opens in a new tab)
- What tools are you using to gather user feedback? · <1% (opens in a new tab)
- 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)
- How do you manage a deluge of feature requests ... - Reddit · <1% (opens in a new tab)
- External facing roadmap tool for B2B : r/ProductManagement · <1% (opens in a new tab)
- 5%
- Best Public Roadmap Tools in 2026 (Free and Paid, Ranked) | Quackback · 2% (opens in a new tab)
- Best Customer Feedback Tools in 2026: 8 Compared | Quackback · 2% (opens in a new tab)
- 7 Best Feature Request Tools in 2026 (Free & Paid) - Quackback · 1% (opens in a new tab)
- Best Feature Voting Tools in 2026: 7 Ranked & Compared | Quackback · 1% (opens in a new tab)
- 2%
- 7 Best Product Roadmap Tools with Feature Voting for SaaS in 2026 | Gleap Blog · 2% (opens in a new tab)
- The 7 Best Customer Feedback Tools for SaaS in 2026 - Gleap · <1% (opens in a new tab)
- In-App Feedback Tools: 8 Best for SaaS and Mobile | Gleap · <1% (opens in a new tab)
- Feature Request Software, Roadmap Tool & Changelog - Gleap · <1% (opens in a new tab)
- 2%
- Best Feature Voting Tools 2026: 8 Compared by Price & UX · 1% (opens in a new tab)
- 14 Best Feature Request Tools for SaaS in 2026 (Compared) · 1% (opens in a new tab)
- 15 Best Feedback Tools for SaaS in 2026 (With Pricing) · <1% (opens in a new tab)
- 12 Best Product Roadmap Software for SaaS & Startups (2026) · <1% (opens in a new tab)
- 1%
- 15 Feature Request Software Tools for Managing Product Feedback - Frill Blog · 1% (opens in a new tab)
- 10 Feature Request Software Tools for Managing Product Feedback - Frill Blog · <1% (opens in a new tab)
- 19 User Feedback Tools You Need to Try - Frill Blog · <1% (opens in a new tab)
- 11 User-Friendly Public Roadmap Examples for SaaS ... - Frill.co · <1% (opens in a new tab)
The page AI cites most for Featurebase

