KnowTree
KnowTree is a conversation graph — branch AI conversations into a tree, compare models side-by-side, and never lose context. Built for researchers, writers, and thinkers.
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 16 April 2026; the live site may have changed since.
KnowTree scores highly overall, with complete legal pages, a complete set of security headers, and a thorough launch checklist. Visible gaps: tracking cookies set before any opt-in and no email security records.
Launched on Product Hunt on April 16, 2026. The site is hosted on Vercel, with a domain registered 8 weeks before launch. The crawl picked up 13 technologies on this site, covering analytics, auth, collaboration, and CSS frameworks. The stack includes Freemius, Google Sign-In, and Tailwind CSS.
For context, it's one of only 20 launches we've crawled running Freemius and more locked down than the typical Product Hunt launch.
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Tech Stack (13)
| DNS |
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| Hosting |
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| Security | HSTS (2) |
| Business email |
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| Auth |
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| CSS framework |
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| Developer tools |
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| UI library |
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| Analytics |
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| SEO |
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| Tag management |
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| Ecommerce |
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| Collaboration |
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Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI CSS signals | +10 |
| AI copy signals | +5 |
| AI writing 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.
