Peel
Scan any food or beauty label and get a clear verdict.
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PH · launched Oct 31, 2026 · 2 upvotes (top 22%) · 0 views
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About
Read the full description
Photograph a food or beauty pack and get a verdict, a score, and the reasons behind it. Peel reads the label itself when the barcode is missing. What’s good, what to watch, and what we couldn’t verify — with sources and confidence. History stays on your phone, even offline. Five scans are free. A photo we can’t review does not use one. Light is $3.99 a month for 20 scans. Standard is $8.99 a month for 60. Yearly is $59.99. Unused monthly scans don’t carry over.
- Horizontal
- B2C
- AI feature
- Commercial product
- Android
- iOS
- Health & Fitness
Could you build this?
Partial The scan-and-verdict flow is vibe-codeable using vision LLMs, OCR, and open food databases such as Open Food Facts. A credible score with sourced, verified claims needs curated nutrition and cosmetic-ingredient science that isn't freely available.
What it would actually take: Build a mobile app with on-device barcode scanning, a vision-model pipeline for label OCR when no barcode exists, and a backend that queries Open Food Facts and similar databases. Scoring needs a transparent methodology built with nutrition and toxicology expertise, plus a curated, cited source database and confidence calibration to avoid misleading verdicts.
Competitors
Other products that read as similar to this one : 432 launches clear the similarity bar, closest 8 shown.
Attention rank: #54 of 433 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 322 days after the earliest competitor.
- Clear Food · ph · 2026-09-11 · 2 upvotes · similarity 0.57
- Smart Pantry · ph · 2026-10-07 · 1 upvotes · similarity 0.50
- Receipt Keeper · ph · 2026-09-12 · 1 upvotes · similarity 0.50
- Mole Tracker · ph · 2026-09-22 · 2 upvotes · similarity 0.48
- DropSheet · ph · 2026-09-22 · 1 upvotes · similarity 0.48
Show 3 more
- ClearTM · ph · 2026-10-13 · 1 upvotes · similarity 0.47
- LabelTruth · ph · 2026-09-12 · 1 upvotes · similarity 0.46
- Mild · ph · 2026-10-29 · 1 upvotes · similarity 0.46