LumenGEO
See exactly what ChatGPT tells people who search for your product. Get a free GEO audit with your visibility score, competitor analysis, and actionable fixes — in 60 seconds.
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https://lumengeo.cohttps://lumengeo.co/mcpLast probed Nov 3, 2026 · lumengeo.co
5tools discovered
List Studies
List LumenGEO's two AI-search retrieval datasets with their headline metrics and source URLs.
Get Retrieval Landscape
Return the composition of the retrievable web for commercial buyer queries (Retrieval Landscape 2026): source-type mix…
Get Search Stability
Return the stochasticity stats for the retrieval landscape under repeated identical sampling (Search Stability 2026): s…
Get Vertical
Look up one industry/vertical (e.g.
Get Top Third Party Domains
Return the third-party domains (review sites, comparison platforms, editorial outlets) that recur most across commercia…
Schemas and invoke metadata: Directory API
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsSee exactly what ChatGPT tells people who search for your product. Get a free GEO audit with your visibility score, competitor analysis, and actionable fixes — in 60 seconds.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
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