Generative engine optimization represents a novel approach to maximize the efficacy of AI-powered generative models. By fine-tuning these engines, we can reveal their hidden strengths, enabling them to produce higher quality content across a broad range of applications. This requires a deep understanding of the underlying mechanisms that fuel the