This study explores the influencing factors of Chinese consumers' purchase intention, with a focus on the mediating role of para-social interaction. It examines key attributes of influencers, including attractiveness, expertise, and trustworthiness in relation to consumer-brand recognition and purchase intention. By analyzing influencer marketing in China, the research underscores influencer attributes, para-social interaction, consumer-brand recognition, and para-social interaction in shaping consumer purchase intention. A total of 550 participants from China responded to the survey questionnaire, and the data were analyzed using SPSS-AMOS. The findings contribute to a deeper understanding of how para-social interactions impact purchase intentions in the Chinese market.