TokenAtlas
Monitor AI spend, optimize models, simulate scenarios, and catch cost anomalies — all in one AI FinOps control center.
tokenatlas.co
· Added June 4, 2026
· Last analysed June 4, 2026 · via 
· 60% unique tagline
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 4 June 2026; the live site may have changed since.
TokenAtlas scores well across the board, 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 4, 2026. The site is hosted on Cloudflare in the United Arab Emirates. Our crawler found 10 technologies on this site, covering security, AI builders, build tooling, and CDN. The stack includes Tailwind CSS, Vite, and Cloudflare.
Notably, it's on one of the most common stacks we track, shared by 2,767 launches.
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Tech Stack (10)
| CDN |
Cloudflare
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| Business email |
Google Workspace
|
| Build tool |
Vite
|
| CSS framework |
Tailwind CSS
|
| Font |
Google Fonts
|
| UI library |
shadcn/ui
|
| SEO |
Google Search Console
|
| AI builder |
Lovable
|
Infrastructure
Email Security
Storage (5)
| Name | Lifetime | Detected as |
|---|---|---|
| __cf_bm | < 1h | Cloudflare |
| __dpl | 1d | - |
| Key | Size | Detected as |
|---|---|---|
| ta_anon_calcs | 1 B | - |
| __lovable_anonymous_id | 36 B | Lovable |
| __lovable_session | 75 B | - |
Readiness Breakdown How?
Performance How?
⚠ 40 images: 20 oversized, 40 without width/height, 21 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 copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI iconography signals | +5 |
| 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.