AI Job Risk Analyzer
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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 Job Risk Analyzer covers some of the launch checklist, with a thorough launch checklist and clean crawl signals. Main gaps: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.
Launched on Product Hunt on April 13, 2026. The site is hosted on Google Cloud, with a domain registered 7 months before launch. Our crawler found 13 technologies on this site, covering AI builders, analytics, backend framework, and CSS frameworks. The stack includes Tailwind CSS, Express, and Geo Meta Tags.
It's also on one of the most common stacks we track, shared by 601 launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (13)
| DNS |
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| Hosting |
|
| Protocol | HTTP/3 (2) |
| Security | HSTS (2) |
| CSS framework |
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| Developer tools |
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| Font |
|
| UI library |
|
| Video |
|
| Analytics |
|
| SEO | Geo Meta Tags |
| AI builder |
|
| Backend framework |
|
Infrastructure
Email Security
Storage (1)
| Name | Lifetime | Detected as |
|---|---|---|
| GAESA | 29d | - |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI CSS signals | +10 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| Recognised AI builder signature | +100 |
| Stock-image social proof | +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.
