Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026)

Generative Engine Optimization (GEO) seeks to increase content's presence, likelihood of citation, or influence in answers produced by generative engines. Since the foundational GEO paper, the field has expanded rapidly, but terminology, metrics, and evidence standards remain heterogeneous. This cri...