Neolabs.fyi
An interactive map of AI neolabs — sized by valuation and grouped by lineage, geography, and research area.
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 10 August 2026; the live site may have changed since.
Neolabs.fyi is partway there, with a thorough launch checklist, fast page loads, and clean crawl signals. Worth fixing first: missing several security headers, incomplete legal pages, and no email security records.
Launched on Hacker News on August 10, 2026. The site is served through Cloudflare, with a domain registered 4 days before launch. The crawl picked up 4 technologies on this site, covering CDN, DNS providers, web fonts, and meta-frameworks. The stack includes Astro, Cloudflare, and Cloudflare DNS.
For context, it's running the same core stack as 399 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (4)
| CDN |
Cloudflare
|
| DNS |
Cloudflare DNS
|
| Font |
Google Fonts
|
| Meta-framework |
Astro
medium
|
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
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 |
| AI writing signals | +5 |
| AI typography signals | +15 |
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.