AI Visibility Audit
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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.
AI Visibility Audit looks production-ready overall, with a thorough launch checklist and clean crawl signals. Visible gaps: missing several security headers, incomplete legal pages, and no email security records.
Launched on Product Hunt on April 3, 2026. The site is hosted on Railway. We've detected 6 technologies on this site, covering analytics, developer tools, DNS providers, and transactional email. The stack includes Google Fonts, Namecheap DNS, and PostHog.
It's on one of the most common stacks we track, shared by 486 launches.
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Tech Stack (6) · Indie stack
| DNS |
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| Hosting |
|
| Transactional email |
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| Developer tools |
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| Font |
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| Analytics |
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Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI styling signals | +10 |
| AI code-structure 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.
