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AEO Auditor — AI Search & Agent Readiness Engine

Part ofAEO Auditor — AI Search & Agent Readiness EngineMCP server

Live AEO, GEO, JSON-LD Schema, robots.txt AI crawler, and Agent Readiness diagnostic auditor.

First seen 29 Oct 2026. Evidence as of 6 Nov 2026.

5
Tools
From an anonymous probe
1
Source listings
Each with its own history
27
Recorded changes
Since first seen

Tools

ToolDescriptionBehaviour
audit_domainExecute a live real-time Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), JSON-LD Schema AST, and AI Agent Readiness (/llms.txt & /.well-known) diagnostic audit on any domain or URL, returning a Markdown scorecard, detected technical issues, and free copy-paste baseline fixes.Not declared
create_fix_kit_checkoutCreate an instant Stripe Checkout link to unlock the 24-Hour Single-Domain Deep AI Remediation Kit ($2 one-time), Pro 5-Domain Watchdog ($5/mo), or Agency 30-Domain Suite ($15/mo).Not declared
generate_remediation_kitGenerate ready-to-deploy AI Search & AEO remediation files (compliant /robots.txt, Cloudflare WAF skip rule, /llms.txt manifest, and linked Organization + WebSite JSON-LD @graph) for any domain, plus a direct link to unlock the deep /llms-full.txt corpus.Not declared
get_domain_benchmarkLook up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory across SaaS, AI, FinTech, DevTools, and E-Commerce.Not declared
validate_robots_txtValidate a robots.txt file or live domain robots.txt against 10 AI search crawlers (GPTBot, ChatGPT-User, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended, Applebot-Extended) and generate a 100/100 compliant configuration.Not declared

Change history

  1. validate_robots_txt: description changed (+"OAI-SearchBot," +"Applebot-Extended)" -"Applebot-Extended, etc.)")
  2. get_domain_benchmark: input schema changed
  3. get_domain_benchmark: description changed (+"directory across SaaS, AI, FinTech, DevTools, and E-Commerce." -"directory.")
  4. generate_remediation_kit: tool added
  5. create_fix_kit_checkout: tool added
  6. audit_domain: description changed (+"URL, returning a Markdown scorecard, detected technical issues, and free copy-paste baseline fixes." -"URL.")
  7. validate_robots_txt: title changed
  8. validate_robots_txt: description changed (-"When to use: Call this tool when you specifically need to execute 'validate_robots_txt' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'get_domain_benchmark' for their respective operations). Parameters: domain (optional), robotsTxtContent (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.")
  9. validate_robots_txt: annotations changed
  10. get_domain_benchmark: title changed
  11. get_domain_benchmark: description changed (-"When to use: Call this tool when you specifically need to execute 'get_domain_benchmark' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'validate_robots_txt' for their respective operations). Parameters: domain (optional), category (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.")
  12. get_domain_benchmark: annotations changed
  13. audit_domain: title changed
  14. audit_domain: input schema changed
  15. audit_domain: description changed (-"When to use: Call this tool when you specifically need to execute 'audit_domain' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'get_domain_benchmark' or 'validate_robots_txt' for their respective operations). Parameters: url (required). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.")
  16. audit_domain: annotations changed
  17. validate_robots_txt: title changed
  18. validate_robots_txt: description changed (+"When to use: Call this tool when you specifically need to execute 'validate_robots_txt' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'get_domain_benchmark' for their respective operations). Parameters: domain (optional), robotsTxtContent (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.")
  19. validate_robots_txt: annotations changed
  20. get_domain_benchmark: title changed
  21. get_domain_benchmark: description changed (+"When to use: Call this tool when you specifically need to execute 'get_domain_benchmark' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'validate_robots_txt' for their respective operations). Parameters: domain (optional), category (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.")
  22. get_domain_benchmark: annotations changed
  23. audit_domain: title changed
  24. audit_domain: input schema changed
  25. audit_domain: description changed (+"When to use: Call this tool when you specifically need to execute 'audit_domain' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'get_domain_benchmark' or 'validate_robots_txt' for their respective operations). Parameters: url (required). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.")
  26. audit_domain: annotations changed
  27. Listed (registry)
Source listings
SourceListingFirst seenLast seenVersions
Official MCP Registrycom.aeoauditing/aeo-auditor-mcp29 Oct 20266 Nov 20261
AEO Auditor — AI Search & Agent Readiness Engine on Official MCP Registry | InvokeRank