LLMs excel in conversational automation due to their flexibility, natural language understanding, and ability to maintain context, offering more engaging and adaptive interactions compared to rigid decision trees and process flows. Additionally, LLMs continuously learn and generate human-like responses, making them better suited for handling ambiguity and uncertainty in conversations.