LLMs utilize authoritative third-party vendor review websites like G2 to verify company information, making it imperative for businesses to optimize their profiles for accuracy and context. By ensuring congruence between offerings and online descriptions, companies can enhance their visibility in AI-driven searches, shifting from being overlooked to referenced sources. Encouraging detailed customer reviews that explain product functionality is also crucial for effective optimization.