GDL
AI-powered inventing for hard science and engineering problems. Grounded Discovery Labs turns those efforts into Discovery Packs: ranked concepts, decisive tests, top risks, and build paths.
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 14 April 2026; the live site may have changed since.
GDL is partway there, with a thorough launch checklist and clean crawl signals. Main gaps: missing several security headers, incomplete legal pages, and incomplete email security.
Launched on Hacker News on April 13, 2026. The site is hosted on Namecheap in the United States, with a domain registered 4 weeks before launch. The crawl picked up 11 technologies on this site, covering business email, analytics, CSS frameworks, and developer tools. The stack includes React, Tailwind CSS, and Google Fonts.
For context, it's on one of the most common stacks we track, shared by 291 launches.
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Tech Stack (11)
| DNS |
Namecheap DNS
|
| Server |
LiteSpeed Web Server
(2)
|
| Business email |
Namecheap Hosting Email
|
PrivateEmail
(2)
|
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| Framework |
React
|
| UI library |
shadcn/ui
|
| Analytics |
Umami
|
| SEO |
Google Search Console
|
Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI CSS signals | +10 |
| AI onboarding signals | +5 |
| AI palette 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.