AI Readiness Assessment
Free AI readiness assessment for business owners. Discover if you need AI agents or simple automation. Real industry benchmarks, instant score, personalised report.
Added April 26, 2026
· Last analysed April 26, 2026 · via 
· 60% 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 26 April 2026; the live site may have changed since.
AI Readiness Assessment ships with the launch fundamentals in place, with complete legal pages, a complete set of security headers, and a thorough launch checklist. Worth fixing first: incomplete email security.
Launched on Product Hunt on April 26, 2026. The site is hosted on Vercel and served through AWS CloudFront, with a domain registered 7 weeks before launch. The crawl picked up 27 technologies on this site, covering analytics, advertising, APIs, and auth. The stack includes Google, Google Sign-In, and Next.js.
For context, it's one of 48 launches on this exact stack and tighter on security headers than most Product Hunt launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (27) · Scale-up stack
| CDN |
AWS CloudFront
(3)
|
| Cloud |
Amazon Web Services
(2)
|
| DNS |
Cloudflare DNS
|
| Hosting |
Vercel
|
| Protocol | HTTP/3 (2) |
| Security | HSTS (2) |
| Email forwarding |
Cloudflare Email Routing
(2)
|
| Transactional email |
Resend
|
| API |
Pexels
|
| Auth |
Google Sign-In
|
| CMS |
Sanity
(2)
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| Media |
Unsplash
|
| Meta-framework |
Next.js
(3)
|
| Video |
YouTube
|
| Advertising |
Bing Ads
|
| Analytics |
Ahrefs
|
Google Analytics
(4)
|
|
Microsoft Clarity
(2)
|
|
PostHog
|
|
| Consent |
Google
|
| SEO |
Google Search Console
|
| Social |
Google Search
|
| Tag management |
Google Tag Manager
(2)
|
Infrastructure
Email Security
Storage (1)
| Key | Size | Detected as |
|---|---|---|
| sentryReplaySession | 141 B | Sentry |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
| AI stack signals | +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.