ContextScale
High-precision B2B lead scraper with Overpass location mapping and AI technical audit personalization.
Estimated origin: Nigeria
Added August 26, 2026
· Last analysed August 26, 2026 · via 
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 26 August 2026; the live site may have changed since.
ContextScale is early-stage. Main gaps: missing several security headers, incomplete legal pages, and no robots.txt or sitemap.
Launched on Product Hunt on August 26, 2026. The site is served through Cloudflare, with a domain registered in 2018. We've detected 12 technologies on this site, covering javascript library, AI builders, baas, and CDN. The stack includes Tailwind CSS, Cloudflare, and Cloudflare Bot Management.
It's on one of the most common stacks we track, shared by 7,398 launches.
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Tech Stack (12)
| CDN |
Cloudflare
|
| Security |
Cloudflare Bot Management
|
| Server |
OpenResty
|
| BaaS |
Firebase
|
| CSS framework |
Tailwind CSS
|
| Font |
Google Fonts
|
| JavaScript library |
Motion
|
React Router
|
|
| UI library |
Lucide Icons
|
| Payments |
Paystack
(3)
|
| AI builder | Google AI Studio |
| Directory |
Product Hunt
|
Infrastructure
Email Security
Storage (9)
| Name | Lifetime | Detected as |
|---|---|---|
| cf_clearance | 12mo | Cloudflare |
| GAESA | 29d | - |
| NID | 6mo | - |
| __cf_bm | < 1h | Cloudflare |
| __SECURE-aistudio_auth_flow_may_set_cookies | < 1h | Google AI Studio |
| __SECURE-aistudio_auth_token | 29d | Google AI Studio |
| __test | 5h | - |
| Database | Version | Detected as |
|---|---|---|
| firebase-heartbeat-database | 1 | Firebase |
| firebaseLocalStorageDb | 1 | Firebase |
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 |
|---|---|
| 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.