AI Roles
This launch may no longer be active. Its site did not respond when we last checked on August 17, 2026.
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StackScope records what new websites are built with, the week they launch. Most we find ourselves, by watching public internet infrastructure for brand-new sites; the rest come from Product Hunt, Hacker News and PeerPush. We crawled this one for its tech stack and scored 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.
Every technology below links to its own page: which other new sites launched with it. Vendors and agencies watch those pages with Stackdar and hear about new adopters the week they ship, from £15 a month.
AI Roles ships with the launch fundamentals in place, with complete legal pages and clean crawl signals. Worth fixing first: missing Permissions-Policy and Content-Security-Policy, tracking cookies set before any opt-in, and incomplete email security.
Launched on Product Hunt on April 8, 2026. The site is served through Cloudflare, with a domain registered 3 weeks before launch. Our crawler found 15 technologies on this site, covering analytics, CSS frameworks, backend framework, and CDN. The stack includes Bootstrap, Tailwind CSS, and Cloudflare.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (15)
| CDN |
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| DNS |
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| Protocol | HTTP/3 (2) |
| Security | HSTS (2) |
| CSS framework |
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| Developer tools |
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| Package CDN |
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| Analytics |
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| SEO |
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| SaaS |
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| Backend framework |
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Infrastructure
Email Security
Storage (1)
| Name | Lifetime | Detected as |
|---|---|---|
| _airoles_session | session | - |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
| AI writing signals | +5 |
| 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.
