Discovery Canvas AI
AI-powered idea validation for founders. Challenge assumptions, assess risks, and auto-generate your PRD and backlog in minutes.
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 8 July 2026; the live site may have changed since.
Discovery Canvas AI is largely in shape, with complete legal pages and clean crawl signals. Worth fixing first: missing several security headers, tracking cookies set before any opt-in, and incomplete email security.
Launched on PeerPush on July 8, 2026. The site is served through Cloudflare, with a domain registered 2 weeks before launch. The crawl picked up 15 technologies on this site, covering analytics, security, ui library, and AI builders. The stack includes Next.js, React, and Tailwind CSS.
For context, it's running the same core stack as 3,522 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (15)
| CDN |
Cloudflare
(2)
|
| DNS |
Namecheap DNS
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| Business email |
PrivateEmail
(2)
|
| CSS framework |
Tailwind CSS
|
| Font |
Google Fonts
|
| Framework |
React
|
| Meta-framework |
Next.js
(3)
|
| UI library |
Lucide Icons
|
shadcn/ui
|
| Analytics |
Cloudflare Web Analytics
(2)
|
PostHog
(5)
|
| Payments |
Lemon Squeezy
(3)
|
| AI builder |
Emergent
(2)
|
Infrastructure
Email Security
Storage (7)
| Name | Lifetime | Detected as |
|---|---|---|
| cf_clearance | 12mo | Cloudflare |
| ph_phc_mHkBArtpgCnNdftep24xLzV69AKNAadqw6M8Gt5dCcns_posthog | 12mo | PostHog |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_mHkBArtpgCnNdftep24xLzV69AKNAadqw6M8Gt5dCcns_posthog | 1.4 KB | PostHog |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_mHkBArtpgCnNdftep24xLzV69AKNAadqw6M8Gt5dCcns_posthog | 388 B | PostHog |
| ph_phc_mHkBArtpgCnNdftep24xLzV69AKNAadqw6M8Gt5dCcns_primary_window_exists | 4 B | PostHog |
| ph_phc_mHkBArtpgCnNdftep24xLzV69AKNAadqw6M8Gt5dCcns_window_id | 38 B | PostHog |
Readiness Breakdown How?
Performance How?
Broken first-party requests (1), worth fixing
- 401 /api/auth/me
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 onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI stack signals | +10 |
| Recognised AI builder signature | +100 |
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.