Knowledge Atlas by Fini
Fini's self-maintaining knowledge layer. It writes help articles from resolved tickets, flags conflicts, and grounds every AI answer in one cited source.
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 8 July 2026; the live site may have changed since.
Knowledge Atlas by Fini scores highly overall, with complete legal pages, a thorough launch checklist, and well-configured email security. Main gaps: missing several security headers and tracking cookies set before any opt-in.
Launched on Product Hunt on July 8, 2026. The site is served through Cloudflare, with a domain registered in 2022. The crawl picked up 23 technologies on this site, covering analytics, business email, scheduling, and security. The stack includes Auth.js, Cal.com, and Cloudflare.
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Tech Stack (23)
| CDN |
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| DNS |
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| Protocol | HTTP/3 |
| Security |
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| HSTS |
| Business email |
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| Email marketing |
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| Auth |
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| Font |
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| JavaScript library |
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| Package CDN |
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| Video |
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| Analytics |
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| SEO |
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| Tag management |
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| CRM |
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| Sales intelligence | RB2B (2) |
| Scheduling |
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| Luma |
| AI builder |
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Infrastructure
Email Security
Storage (18)
| Name | Lifetime | Detected as |
|---|---|---|
| bcookie | 1y | |
| lidc | 1d | |
| li_gc | 6mo | |
| mesh-rb2b-status | 1mo | RB2B |
| mesh-resolution-start | < 1h | - |
| mesh-visitor-id | 1mo | - |
| VISITOR_INFO1_LIVE | 6mo | YouTube |
| VISITOR_PRIVACY_METADATA | 6mo | YouTube |
| YSC | session | - |
| _ga | 1y | Google Analytics |
| _gat_gtag_UA_249802434_1 | < 1h | Google Analytics |
| _ga_C0GBG2W48K | 1y | Google Analytics |
| _gid | 1d | Google Analytics |
| __cf_bm | < 1h | Cloudflare |
| __Secure-next-auth.callback-url | session | Auth.js |
| __Secure-next-auth.csrf-token | session | Auth.js |
| __Secure-ROLLOUT_TOKEN | 6mo | - |
| __Secure-YNID | 6mo | YouTube |
Readiness Breakdown How?
Performance How?
⚠ 25 images: 13 oversized, 1 without width/height, 19 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 onboarding signals | +5 |
| Recognised AI builder signature | +100 |
| 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.
