Deberli | Outreach Automation Platform
Describe who you want to reach. Deberli sources matching people, ranks them, writes each message in your voice and paces the sending, while you approve everything. Free for 7 days.
Estimated origin: France
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 2 September 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.
Deberli | Outreach Automation Platform looks production-ready overall, with complete legal pages, a thorough launch checklist, and clean crawl signals. Visible gaps: missing several security headers, tracking cookies set before any opt-in, and incomplete email security.
The site is hosted on Railway, with a domain registered 3 weeks before launch. We've detected 12 technologies on this site, covering advertising, analytics, CSS frameworks, and developer tools. The stack includes Tailwind CSS, Facebook Pixel, and Google Analytics.
It's on one of the most common stacks we track, shared by 346 launches.
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Tech Stack (12)
| DNS |
Namecheap DNS
|
| Hosting |
Railway
|
| Email forwarding |
Namecheap Email Forwarding
(2)
|
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| JavaScript library |
React Router
|
| UI library |
Lucide Icons
|
| Advertising |
Facebook Pixel
new
(3)
|
| Analytics |
Google Analytics
new
(4)
|
| SEO |
Google Search Console
new
|
| Tag management |
Google Tag Manager
new
(2)
|
Infrastructure
Email Security
Storage (6)
| Name | Lifetime | Detected as |
|---|---|---|
| _fbp | 3mo | Facebook Pixel |
| _ga | 1y | Google Analytics |
| _ga_CZ1K3SD7RF | 1y | Google Analytics |
| Key | Size | Detected as |
|---|---|---|
| deberli.attribution.first-touch | 170 B | - |
| lastExternalReferrer | 5 B | - |
| lastExternalReferrerTime | 13 B | - |
Readiness Breakdown How?
Performance How?
⚠ 5 images: 5 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 |
|---|---|
| Placeholder branding | +10 |
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette 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.