SurfacedBy AI Visibility for ChatGPT
Free website audit for AI visibility and GEO inside ChatGPT, also available as an MCP server.
A free tool from SurfacedBy that audits a business website for AI visibility inside ChatGPT. It reviews how pages explain the offer, audience and differentiators, checks AI crawler access via robots.txt, llms.txt and noindex, and classifies whether a pasted AI answer cites or names the business. Findings come with sources from the site's own pages. The same audit is exposed as a public MCP server (https://api.surfacedby.com/api/v1/mcp/public/) usable from Claude, Claude Code, Cursor and VS Code, with no account or API key. The vendor also sells paid AI search visibility monitoring plans starting at $24/mo (billed annually).
- Category
- Other
- Pricing
- free
- Free tier
- yes
- API
- yes
- MCP server
- yes
- SDK
- no
- Open source
- no
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Listed 2026-10-28 · last verified 2026-10-28 · extracted by @cf/zai-org/glm-5.3-flash · confidence 0.85
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API
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