Unvibe
Make your AI-built app readable by ChatGPT and Claude
Details
- External ID
- 1263695
- Source
- PH
- Company
- —
- Product
- Unvibe
- Website domain
- producthunt.com
- Launched
- Sept. 30, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- SEO, Developer Tools, Artificial Intelligence
- Fetched at
- Oct. 1, 2026, 1 a.m.
- Updated at
- Oct. 1, 2026, 1 a.m.
Description
Unvibe reads your live site the way ChatGPT, Claude and AI crawlers do, scores how well AI understands and can use your app, and turns every gap into a fix you paste into Claude Code, Cursor or Codex, or your agent applies over MCP
Enrichment
- Theme
- AI visibility and marketing tools
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- code structuring tool for ai-generated apps
- Manually corrected
- False
Competitors
Other products that read as similar to this one — 203 launches clear the similarity bar, closest 8 shown.
Attention rank: #119 of 204 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 328 days after the earliest competitor.
- Crawl Readiness · ph · 2026-09-22 · 1 upvotes · similarity 0.48
- Unfetch.com · ph · 2026-09-18 · 61 upvotes · similarity 0.47
- Claude-codex-proxy · hn · 2026-04-19 · 7 upvotes · similarity 0.45
- SeenSure · ph · 2026-09-29 · 1 upvotes · similarity 0.44
- Floot MCP · ph · 2026-09-24 · 298 upvotes · similarity 0.44
- AXRAY · ph · 2026-09-13 · 1 upvotes · similarity 0.44
- Mod Op GEO · ph · 2026-09-18 · 1 upvotes · similarity 0.44
- AI Can't Find Me · ph · 2026-09-10 · 2 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.
Same idea, different domain
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