Citability Scorer
Paste your page and get a 0-100 citability score against the signals AI answer engines actually reward — answer-first structure, question headings, stats, tables, FAQs, freshness — with specific fixes. Free, client-side.
Added July 14, 2026
· Last analysed July 14, 2026 · via 
· 67% unique tagline
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 July 2026; the live site may have changed since.
Citability Scorer looks production-ready overall, with a thorough launch checklist and clean crawl signals. Main gaps: no Content-Security-Policy, incomplete legal pages, and incomplete email security.
Launched on Product Hunt on July 14, 2026. The site is served through Cloudflare, with a domain registered in 2015. We've detected 12 technologies on this site, covering email marketing, security, ai service, and analytics. The stack includes Astro, Brevo, and Cloudflare.
It's on one of the most common stacks we track, shared by 247 launches and more locked down than the typical Product Hunt launch.
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Tech Stack (12)
| CDN |
Cloudflare
(2)
|
| DNS |
Cloudflare DNS
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| Business email |
Zoho Mail
(3)
|
| Email marketing |
Brevo
|
Kit (ConvertKit)
|
| Meta-framework |
Astro
|
| Analytics |
StatCounter
(5)
|
| SEO |
Google Search Console
|
| SaaS |
Zoho
|
| AI service |
OpenAI
|
Infrastructure
Email Security
Storage (10)
| Name | Lifetime | Detected as |
|---|---|---|
| cf_clearance | 1y | Cloudflare |
| is_unique | 1y | StatCounter |
| is_visitor_unique | 1y | StatCounter |
| sc_is_visitor_unique | 1y | StatCounter |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| sc_medium_source | 16 B | - |
| Key | Size | Detected as |
|---|---|---|
| sky-life | 1 B | - |
| statcounter_bounce | 1 B | StatCounter |
| statcounter_config | 98 B | StatCounter |
| statcounter_session | 10 B | - |
Readiness Breakdown How?
Performance How?
⚠ 1 images: 1 oversized
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 palette signals | +5 |
| AI writing signals | +5 |
| AI code-structure signals | +10 |
| AI scaffolding signals | +8 |
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.