Liberde — One Experience, Every Model
One polished AI experience where Claude, GPT, Kimi, Qwen, Mistral, Llama, and other models work together. Your models, your data, your AI.
StackScope records what new websites are built with, the week they launch. Most we find ourselves, by watching public internet infrastructure for brand-new sites; the rest come from Product Hunt, Hacker News and PeerPush. We crawled this one for its tech stack and scored it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 3 August 2026; the live site may have changed since.
Every technology below links to its own page: which other new sites launched with it. Vendors and agencies watch those pages with Stackdar and hear about new adopters the week they ship, from £15 a month.
Liberde — One Experience, Every Model covers some of the launch checklist, with a thorough launch checklist. Worth fixing first: no Permissions-Policy, incomplete legal pages, and no robots.txt or sitemap.
The site is hosted on Vercel, with a domain registered 1 day before launch. Our crawler found 9 technologies on this site, covering transactional email, analytics, DNS providers, and email forwarding. The stack includes Next.js, Amazon SES, and Google Fonts.
It's also one of 71 launches on this exact stack and tighter on security headers than most StackScope Discovery launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (9) · Indie stack
| DNS |
Vercel DNS
|
| Hosting |
Vercel
|
| Security | HSTS |
| Email forwarding |
ImprovMX
new
(2)
|
| Transactional email |
Amazon SES
new
|
Resend
new
|
| Font |
Google Fonts
|
| Meta-framework |
Next.js
|
| Analytics |
Vercel Analytics
new
medium
|
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
⚠ 2 images: 1 oversized, 2 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 |
|---|---|
| Placeholder branding | +10 |
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| AI scaffolding signals | +15 |
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.