Google tells you what exists. Faceabot tells you what holds up.
AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.
MCP endpoint :https://aeo-mcp-server.amdal-dev.workers.dev/mcp · website · measurements and detailsAI-powered SEO and AEO audit for websites
Package pypi :stobo-mcp · website · measurements and detailsAEO / AI-search audit of any URL: direct answers, JSON-LD, llms.txt, E-E-A-T, AI citations.
Package npm :creavores-aeo-mcp · website · measurements and detailsAEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.
Package npm :aeo-mcp · website · measurements and detailsFree AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
MCP endpoint :https://specularis-mcp-audit-production.up.railway.app/mcp · website · measurements and detailsAudit and fix a site for AI citation + SEO, verify it, then publish a v=AEO1 record.
MCP endpoint :https://groundedaeo.com/api/mcp · measurements and detailsFree SEO & AI-search (AEO) audits for any site or Shopify store, with emailed weekly score reports.
MCP endpoint :https://inxy.ai/api/mcp · website · measurements and detailsSitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.
MCP endpoint :https://mcp.sitepulsar.ai/mcp · website · measurements and detailsEverlange: audit AEO on 67 criteria across 10 answer engines, apply fixes, prove the gain.
MCP endpoint :https://everlange.com/api/mcp · website · measurements and detailsAudit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes. No signup.
Package npm :shopify-geo-audit-mcp · website · measurements and detailsFree SEO, GEO, and AEO audits: analyze any page or domain, AI-crawler access, agent readiness.
MCP endpoint :https://momenticmarketing.com/mcp · website · measurements and detailsRead-only AI search visibility data: citations, AEO audits, and advisor insights from AI-Advisors.
MCP endpoint :https://app.ai-advisors.ai/api/mcp · website · measurements and detailsAEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
Package npm :@neverranked/mcp · website · measurements and detailsAEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, and Google AI.
Package npm :@agentaeo/mcp-server · website · measurements and detailsMCP server exposing OptiQra's website audit tools: SEO, GEO, AEO, and AI-generated fixes.
Package npm :optiqra-mcp · website · measurements and detailsMCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites
Package npm :@automatelab/ai-seo-mcp · website · measurements and detailsAudit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.
Package npm :mcp-server-ai-agent-search-optimization · measurements and detailsLocal-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
Package npm :maxaeo-ai-visibility-mcp · website · measurements and detailsTrack brand visibility across ChatGPT, Claude, Gemini & Perplexity. Scores, competitors, trends.
MCP endpoint :https://ai.futureproof.work/.netlify/functions/mcp · website · measurements and detailsAI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.
MCP endpoint :https://aeo-mcp.convrgent.ai/mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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