BackgroundMotivated by the rising global trend of veterinary Complementary and Alternative Medicine (CAM) usage and a specific data gap in Taiwan, this study investigates the consumption behavior of future pet owners.MethodsA cross-sectional survey was conducted among Taiwanese medical university students using a validated online questionnaire. Beyond traditional descriptive statistics, this study employed machine learning techniques to analyze owner demographics, pet characteristics, and determ