EdgeCut AI
EdgeCut AI — elite text-to-video and image generation in one professional workspace.
Estimated origin: Israel
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 17 July 2026; the live site may have changed since.
EdgeCut AI is largely in shape, with complete legal pages and clean crawl signals. Worth fixing first: missing several security headers and no email security records.
The site is hosted on Vercel, with a domain registered 8 weeks before launch. The crawl picked up 16 technologies on this site, covering analytics, auth, ui library, and advertising. The stack includes Auth.js, Google Sign-In, and Next.js.
For context, it's running the same core stack as 10,671 other launches.
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Tech Stack (16) · Indie stack
| DNS |
Vercel DNS
|
| Hosting |
Vercel
|
| Security | HSTS |
| Transactional email |
Resend
|
| Auth |
Auth.js
|
Google Sign-In
|
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| Meta-framework |
Next.js
(5)
|
| UI library |
Lucide Icons
|
shadcn/ui
new
|
| Advertising |
Google Ads
(3)
|
| Analytics |
Google Analytics
(3)
|
Vercel Analytics
medium
|
|
| SEO |
Bing Webmaster
new
|
| Tag management |
Google Tag Manager
(2)
|
Infrastructure
Email Security
Storage (5)
| Name | Lifetime | Detected as |
|---|---|---|
| _gcl_au | 2mo | Google Ads |
| __Host-authjs.csrf-token | session | Auth.js |
| __Secure-authjs.callback-url | session | Auth.js |
| Key | Size | Detected as |
|---|---|---|
| edgecut-ui-prefs | 156 B | - |
| _gcl_ls | 277 B | Google Ads |
Readiness Breakdown How?
Performance How?
⚠ 1 images: 1 oversized, 1 without width/height
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 palette signals | +5 |
| AI writing signals | +3 |
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.