Enterprises are increasingly using LLM optimization platforms to shape how their brands, products, and services appear inside AI-generated answers. These systems promise improved visibility across conversational interfaces that enterprises do not control. What is less acknowledged is that optimization materially alters the enterprise’s governance posture.