Reverse Engineer Any AI Startup
ShipAny is a NextJS boilerplate for building AI SaaS startups. Ship Fast with a variety of templates and components.
Added July 2, 2026
· Last analysed July 2, 2026 · via 
· 71% 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 2 July 2026; the live site may have changed since.
Reverse Engineer Any AI Startup looks production-ready overall, with complete legal pages, a thorough launch checklist, and clean crawl signals. What needs work: missing several security headers and incomplete email security.
Launched on Product Hunt on July 2, 2026. The site is hosted on Vercel and served through Cloudflare, with a domain registered 1 week before launch. We've detected 14 technologies on this site, covering javascript library, ui library, CDN, and CSS frameworks. The stack includes Next.js, React, and Tailwind CSS.
It's running the same core stack as 9,146 other launches.
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Tech Stack (14) · Indie stack
| CDN |
Cloudflare
|
| DNS |
Spaceship DNS
|
| Hosting |
Vercel
|
| Security | HSTS |
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| JavaScript library |
Motion
|
Nano Stores
|
|
| Meta-framework |
Next.js
(5)
|
| UI library |
Lucide Icons
|
shadcn/ui
|
| SEO |
Google Search Console
|
Infrastructure
Email Security
Storage (3)
| Name | Lifetime | Detected as |
|---|---|---|
| NEXT_LOCALE | session | Next.js |
| visitor_id | 1mo | - |
| Key | Size | Detected as |
|---|---|---|
| visitor_session | 103 B | - |
Readiness Breakdown How?
Performance How?
⚠ 11 images: 1 oversized, 10 without width/height, 1 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 CSS signals | +10 |
| AI copy signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI iconography signals | +5 |
| AI stack signals | +10 |
| Recognised AI builder signature | +30 |
| AI layout signals | +5 |
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.