Tourism live streaming’ s rapid growth is accompanied by high refund rates, threatening the industry’s sustainable development. Drawing on Regret Regulation and Mental Simulation theories, this study utilizes two experiments to investigate how different impulse buying types influence refund intention. Results suggest both types are positively associated with refund intention, with price-driven buying exhibiting a more pronounced effect. Anticipated regret is identified as a key mediating mechanism.