RawQuotes
Customer feedback grouped into insights you can check
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Customer feedback analysis that names nothing it can't back with quotes. Bring survey answers, form exports, app reviews or support e-mails. Each insight opens into the exact words it was counted from. Under ten complete responses, you get a count. Your AI assistant can read the same insights over MCP, each quote with its response ID.
PH · launched Nov 5, 2026 · 1 upvote (top 64%) · 0 views
Niche: customer feedback and review software · 93 launches, 12 in the last 7 days ▲ +33% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Analytics
- SaaS
- Artificial Intelligence
Visit website ↗ Source listing ↗
Could you build this?
Yes Grouping feedback into themes with linked source quotes is a standard LLM pipeline with a UI, and an MCP server is a modest wrapper on top.
Competitors
Other products that read as similar to this one : 201 launches clear the similarity bar, closest 8 shown.
Attention rank: #95 of 202 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 358 days after the earliest competitor.
- FeedbackOS · ph · 2026-11-03 · 1 upvotes · similarity 0.48
- they counted · ph · 2026-11-02 · 1 upvotes · similarity 0.48
- SurveyKiller · ph · 2026-09-29 · 2 upvotes · similarity 0.47
- Usereviews.io · ph · 2026-09-27 · 4 upvotes · similarity 0.46
- Senti · ph · 2026-10-27 · 1 upvotes · similarity 0.45
- FieldQuote AI · ph · 2026-10-14 · 1 upvotes · similarity 0.43
- Userflo · ph · 2026-09-28 · 2 upvotes · similarity 0.43
- Praise — Collect customer testimonials · ph · 2026-09-14 · 1 upvotes · similarity 0.42
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.