AmmTrain
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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 25 August 2026; the live site may have changed since.
AmmTrain is largely in shape, with complete legal pages, a thorough launch checklist, and clean crawl signals. Worth fixing first: missing several security headers and incomplete email security.
Launched on Product Hunt on August 25, 2026. The site is served through Cloudflare, with a domain registered in 2025. The crawl picked up 14 technologies on this site, covering advertising, business email, servers, and analytics. The stack includes cdnjs, Cloudflare, and Facebook Pixel.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (14)
| CDN |
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| DNS |
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| Server |
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| Business email |
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| Font |
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| Icon font |
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| Package CDN |
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| Advertising |
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| Analytics |
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| Tag management |
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| Chat |
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Infrastructure
Email Security
Storage (5)
| Name | Lifetime | Detected as |
|---|---|---|
| TawkConnectionTime | session | Tawk.to |
| twk_idm_key | session | Tawk.to |
| _fbp | 2mo | Facebook Pixel |
| Key | Size | Detected as |
|---|---|---|
| lastExternalReferrer | 5 B | - |
| lastExternalReferrerTime | 13 B | - |
Readiness Breakdown How?
Performance How?
⚠ 17 images: 4 oversized, 17 without width/height
Broken first-party requests (1), worth fixing
- 404 /images/hero-image.png
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 layout signals | +10 |
| 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.
