Sanbi.ai
Track how your brand appears across ChatGPT, Gemini, Perplexity & Claude. Monitor AI citations, optimize content, and grow your share of voice in AI search.
Added August 26, 2026
· Last analysed August 26, 2026 · via 
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 26 August 2026; the live site may have changed since.
Sanbi.ai is largely in shape, 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 August 26, 2026. The site is hosted on Vercel, with a domain registered 9 months before launch. The crawl picked up 11 technologies on this site, covering advertising, analytics, CSS frameworks, and DNS providers. The stack includes Astro, Tailwind CSS, and Google Ads.
For context, it's on one of the most common stacks we track, shared by 215 launches.
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Tech Stack (11) · Indie stack
| DNS |
Vercel DNS
|
| Hosting |
Vercel
|
| Security | HSTS |
| Business email |
Google Workspace
(3)
|
| Transactional email |
Resend
|
| CSS framework |
Tailwind CSS
|
| Meta-framework |
Astro
(4)
|
| Advertising |
Google Ads
|
| Analytics |
Google Analytics
(2)
|
| SEO |
Google Search Console
|
| Tag management |
Google Tag Manager
medium
|
Infrastructure
Email Security
Storage (0)
Readiness Breakdown How?
Performance How?
⚠ 42 images: 31 oversized, 7 without width/height, 9 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 palette signals | +5 |
| AI writing 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.