houtini-ai/fanout-mcp
A Query fan-out analyser for AI Search
This tool helps content strategists and SEO specialists understand how well their content addresses the myriad of questions users ask in AI search engines. It takes a webpage URL, optionally with a target keyword, and generates a detailed report. The output reveals content gaps by showing what queries are covered and what's missing, providing actionable recommendations for optimization.
Use this if you need to optimize your website content to be found and cited by AI search engines and want to understand the full spectrum of user queries your content should address.
Not ideal if you are solely focused on traditional keyword-stuffing SEO or do not use an MCP-compatible client like Claude Desktop.
Stars
8
Forks
3
Language
TypeScript
License
Apache-2.0
Category
Last pushed
Mar 10, 2026
Commits (30d)
0
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