
Research-backed strategies for improving content citation in AI search engines. Based on the GEO framework from Princeton/Georgia Tech/IIT Delhi and RAG system documentation.

Technical guide to measuring AI visibility using metrics from the GEO research framework. Includes PAWC calculation, measurement methodology, and limitations.

Analysis of why high Google rankings do not reliably predict AI citation frequency. Examines the different mechanisms underlying traditional search ranking versus retrieval-based AI citation.