Siftr
Discover startup ideas backed by real market demand. Siftr analyzes online discussions to uncover startup opportunities, validate demand, and reveal real problems founders can build solutions for.
Added April 13, 2026
· Last analysed April 13, 2026 · via 
· 33% unique tagline (similar to ShouldIBuild)
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 13 April 2026; the live site may have changed since.
Siftr looks production-ready overall, with complete legal pages, a thorough launch checklist, and well-configured email security. Visible gaps: missing several security headers.
Launched on Product Hunt on April 2, 2026. The site is hosted on Railway. We've detected 12 technologies on this site, covering analytics, backend framework, CSS frameworks, and developer tools. The stack includes Tailwind CSS, Express, and GoDaddy DNS.
It's on one of the most common stacks we track, shared by 270 launches.
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Tech Stack (12) · Indie stack
| DNS |
GoDaddy DNS
|
| Hosting |
Railway
(2)
|
| Business email |
Microsoft 365
(2)
|
| Transactional email |
Resend
|
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| UI library |
shadcn/ui
|
| Analytics |
Google Analytics
|
| SEO |
Google Search Console
|
| Product demos |
Supademo
(2)
|
| Backend framework |
Express
(2)
|
Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI CSS signals | +10 |
| AI copy signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI typography signals | +15 |
| AI layout 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.