AI Fluency Diagnostic
A free 12-minute diagnostic from Point Nine. Grade your company's AI fluency on a 0–100 scale, grounded in published rubrics from Zapier, Fin, Shopify, Ramp, and Jobber.
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 8 May 2026; the live site may have changed since.
AI Fluency Diagnostic looks production-ready overall, with a thorough launch checklist and clean crawl signals. Visible gaps: missing X-Content-Type-Options and Content-Security-Policy, incomplete legal pages, and no email security records.
Launched on Hacker News on May 8, 2026. The site is hosted on Netlify, with a domain registered 2 weeks before launch. We've detected 6 technologies on this site, covering DNS providers, web fonts, frameworks, and hosting. The stack includes React, Google Fonts, and HSTS.
It's one of 39 launches on this exact stack and more locked down than the typical Hacker News launch.
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Tech Stack (6)
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| AI typography signals | +15 |
| AI CSS signals | +15 |
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.