SaaS Dummies
AI testers browse your site like real users and report exactly what breaks. Graded results in 60 seconds.
Estimated origin: United States
Added July 3, 2026
· Last analysed July 3, 2026 · via 
· 86% 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 3 July 2026; the live site may have changed since.
SaaS Dummies scores highly overall, with complete legal pages, a thorough launch checklist, and fast page loads. Visible gaps: missing Permissions-Policy and Content-Security-Policy and incomplete email security.
Launched on Product Hunt on July 3, 2026. The site is hosted on Railway and served through Cloudflare, with a domain registered 10 weeks before launch. The crawl picked up 15 technologies on this site, covering analytics, security, auth, and backend framework. The stack includes Clerk, Cloudflare, and Cloudflare Bot Management.
For context, it's on one of the most common stacks we track, shared by 428 launches and more locked down than the typical Product Hunt launch.
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Tech Stack (15)
| CDN |
Cloudflare
(2)
|
| DNS |
Cloudflare DNS
|
| Hosting |
Railway
|
| Protocol | HTTP/3 |
| Security |
Cloudflare Bot Management
|
| HSTS |
| Email forwarding |
Cloudflare Email Routing
(2)
|
| Auth |
Clerk
(5)
|
| Captcha |
Cloudflare Turnstile
|
| Analytics |
Google Analytics
|
PostHog
|
|
| Tag management |
Google Tag Manager
|
| Payments |
Stripe
|
| Directory |
Product Hunt
|
| Backend framework |
Express
|
Infrastructure
Email Security
Storage (6)
| Name | Lifetime | Detected as |
|---|---|---|
| _cfuvid | session | Cloudflare |
| __cf_bm | < 1h | Cloudflare |
| __client | 1y | Clerk |
| __client_uat | 1y | Clerk |
| __client_uat_nL51G629 | 1y | Clerk |
| Key | Size | Detected as |
|---|---|---|
| __clerk_environment | 6.3 KB | Clerk |
Readiness Breakdown How?
Performance How?
⚠ 37 images: 24 oversized, 36 without width/height, 13 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 code-structure signals | +5 |
| AI layout signals | +5 |
| AI CSS 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.