Fit Receipt
A private fitting agent that knows when to call JEV
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Try on lingerie virtually; every pick has an AI judgment receipt. Fit Receipt is a reference implementation. The agent handles chat; code protects facts and pricing. JEV (TypeSafe) is a judgment model that scores trade-offs with calibrated confidence in ~300ms—not essays. Low-confidence results stay unresolved; judgments are recorded; works without JEV. Photos stay in your browser; no server photo storage. JEV sees typed fields, never the photo. Rate-limited API. Vercel + open source.
PH · launched Sep 25, 2026 · 73 upvotes (top 2%) · 0 views
Niche: virtual styling and wardrobe apps · 90 launches, 7 in the last 7 days ▼ -46% · Explore this niche →
Category and tags
- Retail & commerce
- Agent / copilot
- B2C
- AI-native
- Commercial product
- Productivity
- Fashion
- Developer Tools
- Vercel Day
Visit website ↗ Source listing ↗
More like this: all 90 launches in virtual styling and wardrobe apps →
Could you build this?
Yes It is a specialized conversational e-commerce recommendation application leveraging structured prompt outputs and confidence scoring over an existing product catalog.
Competitors
Other products that read as similar to this one : 241 launches clear the similarity bar, closest 8 shown.
Attention rank: #19 of 242 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 15 days after the earliest competitor.
- Made with Jev · ph · 2026-09-19 · 10 upvotes · similarity 0.60
- awesome-jev · github · 2026-09-18 · 106 upvotes · similarity 0.57
- jev-judge-mcp · github · 2026-09-23 · 29 upvotes · similarity 0.57
- claude-x-jev · github · 2026-09-25 · 21 upvotes · similarity 0.56
- Jev by Typesafe · ph · 2026-09-18 · 10 upvotes · similarity 0.55
- Jev · ph · 2026-09-21 · 281 upvotes · similarity 0.55
- Jev AI — Jev Model Online · ph · 2026-09-22 · 1 upvotes · similarity 0.55
- jev-harness · github · 2026-09-22 · 18 upvotes · similarity 0.54
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.