PublicAML
Protect your wallet, exchange, or platform from scams, hacks, and sanctioned funds — instantly and at zero cost.
Added July 28, 2026
· Last analysed July 28, 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 28 July 2026; the live site may have changed since.
PublicAML covers some of the launch checklist, with a thorough launch checklist, well-configured email security, and clean crawl signals. Visible gaps: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.
Launched on Product Hunt on July 28, 2026. The site is served through Cloudflare. Our crawler found 13 technologies on this site, covering analytics, auth, CDN, and CSS frameworks. The stack includes Apple Sign In, Next.js, and React.
It's also on one of the most common stacks we track, shared by 4,380 launches.
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Tech Stack (13)
| CDN |
Cloudflare
|
| DNS |
Cloudflare DNS
|
| Protocol | HTTP/3 |
| Business email |
Google Workspace
(2)
|
| Auth |
Apple Sign In
(2)
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| JavaScript library |
i18next
|
| Meta-framework |
Next.js
(4)
|
| UI library |
shadcn/ui
|
| Analytics |
Google Analytics
(4)
|
| SEO |
Google Search Console
|
| Tag management |
Google Tag Manager
(4)
|
Infrastructure
Email Security
Storage (3)
| Name | Lifetime | Detected as |
|---|---|---|
| _ga | 1y | Google Analytics |
| _ga_8Q9H3E2XK7 | 1y | Google Analytics |
| Key | Size | Detected as |
|---|---|---|
| i18nextLng | 2 B | i18next |
Readiness Breakdown How?
Performance How?
⚠ 1 images: 1 oversized
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 | +5 |
| AI stack signals | +10 |
| Round-number metric claim | +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.