Ai Seo
Audit and improve AI-search visibility—schema, robots, llms.txt, citations, and AEO/GEO copy—from your agent workflow.
Overview
AI-SEO is a MCP server for the Launch phase that audits schema, crawler files, citation readiness, and AEO/GEO rewrites for AI-search visibility.
What is this MCP server?
- Audits schema, robots.txt, and llms.txt for AI crawler readiness
- Citation scoring and AEO/GEO-oriented content rewrites via MCP
- npm @automatelab/ai-seo-mcp v0.1.1 stdio package
- Built for agent-driven SEO checks before ship and launch
- AutomateLab-tech open-source repo for iterative audits
- Server version 0.1.1
- npm package @automatelab/ai-seo-mcp with stdio transport
Community signal: 1 GitHub stars.
What problem does it solve?
Indie sites launch without llms.txt, weak schema, or answer-engine-friendly copy and never get cited by AI search.
Who is it for?
Solo founders polishing launch sites and docs who want MCP-driven SEO and AEO checks in the same repo as the code.
Skip if: Pure backend APIs with no public HTML or content surface to optimize.
What do I get? / Deliverables
Your agent can run structured AI-SEO audits and rewrite guidance on demand as you finalize pages for distribution.
- MCP-driven audits of schema, robots.txt, and llms.txt
- Citation scoring signals and AEO/GEO rewrite suggestions
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Journey fit
AI-SEO work belongs in launch when you prepare distribution and want crawlers and answer engines to cite you correctly. SEO is the primary shelf because the server targets structured discovery files, citation scoring, and rewrite guidance for search and answer engines.
How it compares
AI-SEO audit MCP, not a generic web scraper or AntFeed commerce integration.
Common Questions / FAQ
Who is AI-SEO for?
Builders shipping marketing sites or docs who use MCP agents and care about SEO plus AI answer-engine optimization.
When should I use AI-SEO?
Use it in launch while tightening robots, llms.txt, schema, and page copy before and after you go live.
How do I add AI-SEO to my agent?
Install @automatelab/ai-seo-mcp, add stdio to your MCP config, point the agent at your site URLs or files, and run audit tools.