Auriti-Labs/geo-optimizer-skill
GEO Optimizer is a Python-based audit engine that checks whether websites can be crawled, understood, and cited by AI answer engines.
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This open-source toolkit evaluates websites against 47 research-backed optimization methods from Princeton KDD 2024 and related academic work. It provides a CLI interface and MCP server integration so developers can audit and monitor their sites for AI search visibility and citability. The tool generates actionable fixes to help content appear in responses from major LLM-based search systems.