AI Readiness Index (AIRI)
kategos is a strategy-first, AI-native advisory and execution firm. We design, govern, and embed AI as a controlled operating layer — measured against the decisions and workflows that move your business.
Estimated origin: United States
Added July 8, 2026
· Last analysed July 8, 2026 · via 
· 80% 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 8 July 2026; the live site may have changed since.
AI Readiness Index (AIRI) scores highly overall, with complete legal pages, a complete set of security headers, and clean crawl signals. Main gaps: incomplete email security.
Launched on Product Hunt on July 8, 2026. The site is hosted on Vercel, with a domain registered 6 months before launch. Our crawler found 20 technologies on this site, covering analytics, ui library, AI builders, and baas. The stack includes Next.js, React, and Tailwind CSS.
It's also on one of the most common stacks we track, shared by 9,814 launches and more locked down than the typical Product Hunt launch.
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Tech Stack (20) · Indie stack
| DNS |
Cloudflare DNS
|
| Hosting |
Vercel
|
| Security | HSTS |
| Business email |
Google Workspace
(3)
|
| Email marketing |
HubSpot
|
| BaaS |
Supabase
|
| Captcha |
Cloudflare Turnstile
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| JavaScript library |
Motion
|
| Meta-framework |
Next.js
(5)
|
| Realtime |
Pusher
|
| UI library |
Lucide Icons
|
shadcn/ui
|
| Analytics |
Google Analytics
(4)
|
Microsoft Clarity
(2)
|
|
| SEO |
Google Search Console
(2)
|
| Tag management |
Google Tag Manager
(2)
|
| Collaboration |
Vercel Live
|
| AI builder |
Base44
|
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
⚠ 5 images: 3 oversized, 2 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 palette signals | +5 |
| AI writing signals | +5 |
| AI stack signals | +10 |
| 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.