GEO AI MENTION
Le seul outil GEO qui suit la chaîne complète : du crawl IA à la mention finale. Référencement IA, tracking citations LLM, suivi mentions ChatGPT, Claude, Gemini, Perplexity, Mistral.
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 20 June 2026; the live site may have changed since.
GEO AI MENTION is largely in shape, with a thorough launch checklist, well-configured email security, and clean crawl signals. What needs work: missing several security headers and incomplete legal pages.
Launched on PeerPush on June 20, 2026. The site is hosted on Cloudflare in the United Arab Emirates, with a domain registered 5 weeks before launch. The crawl picked up 12 technologies on this site, covering security, AI builders, CDN, and CSS frameworks. The stack includes Tailwind CSS, Cloudflare, and Cloudflare Bot Management.
For context, it's running the same core stack as 4,538 other launches.
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Tech Stack (12)
| CDN |
Cloudflare
(2)
|
| DNS |
GoDaddy DNS
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| Transactional email |
Mailgun
(2)
|
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| UI library |
shadcn/ui
|
| SEO |
Google Search Console
|
| Payments |
Stripe
(3)
|
| AI builder |
Lovable
(2)
|
| Directory |
There's An AI For That
|
Infrastructure
Email Security
Storage (7)
| Name | Lifetime | Detected as |
|---|---|---|
| m | 1y | - |
| __cf_bm | < 1h | Cloudflare |
| __dpl | 6d | - |
| __stripe_mid | 12mo | Stripe |
| __stripe_sid | < 1h | Stripe |
| Key | Size | Detected as |
|---|---|---|
| __lovable_anonymous_id | 36 B | Lovable |
| __lovable_session | 75 B | - |
Readiness Breakdown How?
Performance How?
⚠ 25 images: 4 oversized, 24 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 onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| Recognised AI builder signature | +100 |
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.