Fanout
Mapped learning across AI research, systems, ML math, inference, and open robotics, with practical labs, daily papers, and roadmaps.
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 18 August 2026; the live site may have changed since.
Fanout is largely in shape, with a thorough launch checklist and clean crawl signals. Worth fixing first: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.
Launched on Product Hunt on August 18, 2026. The site is hosted on Vercel and served through Cloudflare. The crawl picked up 19 technologies on this site, covering analytics, developer tools, security, and ui library. The stack includes Tailwind CSS, Cloudflare, and Cloudflare Bot Management.
For context, it's running the same core stack as 3,000 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (19) · Indie stack
| CDN |
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| DNS |
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| Hosting |
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| Security |
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| HSTS |
| Business email |
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| Transactional email |
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| CSS framework |
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| Developer tools |
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| Ybug | |
| JavaScript library |
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| Package CDN |
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| UI library |
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| Advertising |
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| Analytics |
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| SEO |
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| Social |
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Infrastructure
Email Security
Storage (14)
| Name | Lifetime | Detected as |
|---|---|---|
| guest_id | 1y | X (Twitter) Ads |
| guest_id_ads | 1y | X (Twitter) Ads |
| guest_id_marketing | 1y | X (Twitter) Ads |
| muc_ads | 1y | X (Twitter) Ads |
| personalization_id | 1y | X (Twitter) Ads |
| ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_posthog | 1y | - |
| talivia_session_id | < 1h | - |
| talivia_visitor_id | 1y | - |
| _twpid | 1y | X (Twitter) Ads |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_posthog | 1.5 KB | PostHog |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_posthog | 299 B | PostHog |
| ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_primary_window_exists | 4 B | PostHog |
| ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_window_id | 38 B | PostHog |
Readiness Breakdown How?
Performance How?
⚠ 29 images: 21 oversized, 22 without width/height, 17 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 copy signals | +5 |
| AI onboarding signals | +5 |
| AI writing signals | +3 |
| AI code-structure 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.
