Tier.love - Vibe Voting for Vibe Coding
Public tier-list dashboard for AI coding models, running on Astro + Cloudflare.
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 14 April 2026; the live site may have changed since.
Tier.love - Vibe Voting for Vibe Coding is missing several launch fundamentals. Worth fixing first: missing several security headers, incomplete legal pages, and no sitemap.
Launched on Product Hunt on April 14, 2026. The site is served through Cloudflare, with a domain registered 4 days before launch. Our crawler found 6 technologies on this site, covering CDN, DNS providers, web fonts, and meta-frameworks. The stack includes Astro, Cloudflare, and Cloudflare DNS.
It's also running the same core stack as 273 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (6)
| CDN |
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| DNS |
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| Protocol | HTTP/3 (2) |
| Font |
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| Meta-framework |
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| SEO |
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Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI onboarding signals | +5 |
| AI writing signals | +3 |
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.
