The frontier of search is dynamically evolving, and at its nucleus stands generative engine optimization (GEO). This innovative approach leverages the potential of artificial intelligence (AI) to construct highly personalized search experiences. By interpreting user intent with unprecedented detail, GEO facilitates search engines to deliver precise