Front-End Checklist
Verified · 9 days agoReview frontend code and live pages against 386 quality-gated web development rules.
SurfacedBy AI Visibility & GEO Audit
Verified · todayFree AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.
Install
claude mcp add --transport http ai-visibility https://api.surfacedby.com/api/v1/mcp/public/
Our take
Audits how AI systems may read a website and whether generated answers cite it, positioning itself around AI visibility and GEO analysis. It is mainly for SEO, content, and growth teams evaluating how their site appears in AI-mediated discovery. With zero stars and no download signal shown, it appears early-stage; useful for experimentation, but results should be cross-checked before making strategy decisions.
Verification record
- today
- 0
- today
- no
- MIT
- 2026-10-10
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