ModelMention
AI search visibility for your brand. See if ChatGPT, Gemini, and Perplexity recommend you or your competitors—with visibility, position, share of voice, and prompt coverage.
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 12 June 2026; the live site may have changed since.
ModelMention scores well across the board, with complete legal pages, a thorough launch checklist, and clean crawl signals. Main gaps: missing Permissions-Policy and Content-Security-Policy, analytics without a consent banner, and incomplete email security.
Launched on PeerPush on June 12, 2026. The site is hosted on Cloudflare in the United States. We've detected 18 technologies on this site, covering business email, seo, advertising, and analytics. The stack includes Rails, Tailwind CSS, and Vite.
It's one of 41 launches on this exact stack and more locked down than the typical PeerPush launch.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (18)
| CDN |
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| DNS |
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| Protocol | HTTP/3 |
| Security | HSTS |
| Business email |
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| Build tool |
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| CSS framework |
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| Developer tools | Bito |
| Font |
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| Framework |
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| Advertising | Trovo (2) |
| Analytics |
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| SEO |
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| Tag management |
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| Payments |
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| Sales intelligence |
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Infrastructure
Email Security
Storage (9)
| Name | Lifetime | Detected as |
|---|---|---|
| bito | 1y | Bito |
| bitoIsSecure | 1y | Bito |
| m | 1y | - |
| tuid | 1y | - |
| _ga | 1y | Google Analytics |
| _ga_L92L9MZXCV | 1y | Google Analytics |
| _model_mention_session | session | - |
| __stripe_mid | 1y | Stripe |
| __stripe_sid | < 1h | Stripe |
Readiness Breakdown How?
Performance How?
⚠ 6 images: 5 oversized, 6 without width/height, 2 missing alt text
Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI copy signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| Unfilled template placeholders | +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.