LLM Visibility
Track how ChatGPT and Gemini describe, position and recommend your brand. Generative Engine Optimization, with the data and actions to actually move the needle.
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 29 June 2026; the live site may have changed since.
LLM Visibility ships with the launch fundamentals in place, with complete legal pages, a thorough launch checklist, and clean crawl signals. Worth fixing first: missing several security headers, tracking cookies set before any opt-in, and incomplete email security.
Launched on Product Hunt on June 29, 2026. The site is served through Cloudflare. We've detected 20 technologies on this site, covering analytics, security, ui library, and advertising. The stack includes Tailwind CSS, Cloudflare, and Cloudflare Bot Management.
It's running the same core stack as 5,215 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (20)
| CDN |
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| DNS |
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| Security |
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| HSTS |
| CSS framework |
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| Developer tools |
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| Font |
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| JavaScript library |
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| UI library |
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| Advertising |
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| Analytics |
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| SEO |
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| Tag management |
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| AI builder |
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Infrastructure
Email Security
Storage (8)
| Name | Lifetime | Detected as |
|---|---|---|
| _ga | 1y | Google Analytics |
| _ga_YGDJ3KKEFR | 1y | Google Analytics |
| _gcl_au | 2mo | Google Ads |
| __cf_bm | < 1h | Cloudflare |
| __dpl | 6d | - |
| Key | Size | Detected as |
|---|---|---|
| _gcl_ls | 277 B | Google Ads |
| __lovable_anonymous_id | 36 B | Lovable |
| __lovable_session | 75 B | - |
Readiness Breakdown How?
Performance How?
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 CSS signals | +10 |
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| Recognised AI builder signature | +100 |
| AI typography 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.
