TokenSight AI
Scan any Solana token for rug risk, liquidity, holder concentration, creator behavior, and live market signals with AI-powered on-chain analysis.
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 13 April 2026; the live site may have changed since.
TokenSight AI has the basics covered well, with a thorough launch checklist and clean crawl signals. Worth fixing first: missing several security headers, incomplete legal pages, and no email security records.
Launched on Product Hunt on April 13, 2026. The site is hosted on Vercel and served through Cloudflare. Our crawler found 9 technologies on this site, covering auth, CDN, CSS frameworks, and DNS providers. The stack includes Next.js, Privy, and React.
It's also a rare Privy sighting, just 49 in our data.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (9)
| CDN |
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| DNS |
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| Hosting |
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| Security | HSTS (2) |
| Auth |
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| CSS framework |
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| Framework |
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| Meta-framework |
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| SEO |
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Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
| AI writing signals | +3 |
| AI iconography signals | +3 |
| AI stack signals | +10 |
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.
