Clarity Engine
A quiet, AI-assisted space to capture ideas, see them clearly, and decide what's actually worth pursuing.
Added April 23, 2026
· Last analysed April 23, 2026 · via 
· 40% unique tagline (similar to DecisionsMatter.ai- Decisions Assistant)
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 23 April 2026; the live site may have changed since.
Clarity Engine has the basics covered well, with complete legal pages. Worth fixing first: missing several security headers, no sitemap, and incomplete email security.
Launched on Product Hunt on April 23, 2026. The site is served through Cloudflare, with a domain registered 10 months before launch. Our crawler found 8 technologies on this site, covering security, AI builders, CDN, and CSS frameworks. The stack includes Tailwind CSS, Cloudflare, and Cloudflare Bot Management.
It's also running the same core stack as 5,950 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (8)
| CDN |
Cloudflare
(4)
|
| Security |
Cloudflare Bot Management
|
| HSTS (2) |
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| UI library |
shadcn/ui
|
| AI builder |
Lovable
|
Infrastructure
Email Security
Storage (3)
| Name | Lifetime | Detected as |
|---|---|---|
| __cf_bm | < 1h | Cloudflare |
| __dpl | 7d | - |
| Key | Size | Detected as |
|---|---|---|
| clarity-theme | 5 B | - |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI writing signals | +3 |
| Recognised AI builder signature | +100 |
| AI typography 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.