LIGHTHOUSE ALTERNATIVE FOR AI AGENTS & ANSWER ENGINES

Google Lighthouse Alternative for AI Agents & GEO Readiness

Google Lighthouse audits browser paint timing and legacy HTML meta tags, but ignores /llms.txt, AI crawler blocks in /robots.txt, Accept: text/markdown negotiation, and Streamable HTTP MCP endpoints.

Technical Capability AgenticPulse (GEO & Agent Auditor) Google Lighthouse (Chrome DevTools) Generic Website Grader
llmstxt.org (/llms.txt & /llms-full.txt) Full spec validation + auto-synthesis 0 checks 0 checks
AI Crawler Rules (OAI-SearchBot, ClaudeBot, PerplexityBot) Stanza-level parser + drop-in robots.txt Checks syntax only; ignores AI bot blocks Basic HTTP 200 check
Markdown Content Negotiation (Accept: text/markdown) Verifies MIME type + Vary: Accept header Not tested Not tested
JSON-LD Entity Graph (SoftwareApplication / Offer) Validates schema.org commercial & FAQ graph Deprecated structured data check Missing
MCP & A2A Discovery (/.well-known/mcp) Live JSON-RPC & manifest verification Not tested Not tested
Commercial Licensing $49 Lifetime Deal / $19/mo Pro Manual DevTools (no artifact synthesis) Lead-gen upsell