SwiftThumbnail
Dominate the algorithm with AI-generated thumbnails that explode your CTR. No design skills needed.
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 6 June 2026; the live site may have changed since.
SwiftThumbnail has the basics covered well, with complete legal pages, a thorough launch checklist, and clean crawl signals. Visible gaps: missing several security headers and incomplete email security.
Launched on Product Hunt on June 6, 2026. The site is hosted on Amazon.com in the United States, with a domain registered 6 weeks before launch. Our crawler found 11 technologies on this site, covering CSS frameworks, DNS providers, transactional email, and frameworks. The stack includes Next.js, React, and Tailwind CSS.
Notably, it's on one of the most common stacks we track, shared by 6,734 launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (11) · Indie stack
| DNS |
|
| Hosting |
|
| Security | HSTS |
| Transactional email |
|
| CSS framework |
|
| Framework |
|
| JavaScript library | TanStack Query medium |
| Meta-framework |
|
| UI library |
|
| SEO |
|
| Tag management |
|
Infrastructure
Email Security
Storage (2)
| Name | Lifetime | Detected as |
|---|---|---|
| csrf-token | 1h | - |
| Key | Size | Detected as |
|---|---|---|
| REACT_QUERY_OFFLINE_CACHE | 766 B | TanStack Query |
Readiness Breakdown How?
Performance How?
⚠ 37 images: 37 without width/height, 2 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 CSS signals | +10 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI stack signals | +10 |
| Implausible social-proof claim | +15 |
| AI layout 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.
