AI Product Scout
An English archive of AI product commercialization case studies, organized by market and product type.
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 21 July 2026; the live site may have changed since.
AI Product Scout has the basics covered well, with a thorough launch checklist, fast page loads, and clean crawl signals. What needs work: missing several security headers, incomplete legal pages, and incomplete email security.
Launched on PeerPush on July 21, 2026. The site is served through Cloudflare, with a domain registered 5 months before launch. Our crawler found 3 technologies on this site, covering CDN, mobile, and protocol. The stack includes Apple App Store, Cloudflare, and HTTP/3.
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Tech Stack (3)
| CDN |
Cloudflare
|
| Protocol | HTTP/3 |
| Mobile |
Apple App Store
|
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
⚠ 139 images: 139 oversized, 139 without width/height, 5 missing alt text
Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.