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ai-crawlers

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An open-source GEO Reporter — an LLM skill for Generative Engine Optimization. Audits websites for AI search visibility (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) with live AI crawler reachability tests, citability scoring, schema markup, llms.txt generation, and client-ready PDF reports.

  • Updated Apr 27, 2026
  • Python

To produce a rigorous, primary-source analytical paper that documents the gap between llms.txt’s design intent (inference-time content discovery), the infrastructure reality (WAF/CDN blocking), and actual AI system behavior (no confirmed inference-time usage).

  • Updated Feb 27, 2026
  • C#

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