Introduction Patient experience is a core measure of health care quality, reflecting how patients perceive and interact with health services. Recent policy push in China has accelerated the adoption of artificial intelligence (AI) in health care, including AI-assisted conversational agents (AA-CAs) that collect patient information before visits and streamlines communication with physicians. This study investigates…