Contextify
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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 10 April 2026; the live site may have changed since.
Contextify scores highly overall, with complete legal pages, a complete set of security headers, and a thorough launch checklist. Main gaps: no robots.txt, tracking cookies set before any opt-in, and no email security records.
Launched on Product Hunt on April 6, 2026. The site is hosted on Vercel. The crawl picked up 14 technologies on this site, covering seo, advertising, ai api, and analytics. The stack includes Next.js, React, and Anthropic.
For context, it's on one of the most common stacks we track, shared by 2,296 launches and more locked down than the typical Product Hunt launch.
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Tech Stack (14) · Indie stack
| DNS |
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| Hosting |
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| Security | HSTS (2) |
| Storage |
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| Transactional email |
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| Advertising |
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| Analytics |
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| SEO |
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| Tag management |
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| AI API |
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Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI iconography signals | +3 |
| AI styling 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.
