Shadow AI
Track AI usage by user, team, and tool. See spend, adoption, duplicate subscriptions, and ROI across Marketing, Sales, and Engineering.
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 24 August 2026; the live site may have changed since.
Shadow AI is early-stage. Visible gaps: missing several security headers, incomplete legal pages, and no robots.txt or sitemap.
Launched on Product Hunt on August 24, 2026. The site is hosted on Vercel. We've detected 4 technologies on this site, covering CSS frameworks, web fonts, hosting, and security. The stack includes Tailwind CSS, Google Fonts, and HSTS.
It's on one of the most common stacks we track, shared by 3,124 launches.
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Tech Stack (4)
| CSS framework |
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| Font |
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Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
⚠ 3 images: 2 oversized, 3 without width/height
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 copy signals | +5 |
| AI writing signals | +5 |
| AI code-structure signals | +5 |
| AI scaffolding signals | +8 |
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.
