With the advancement of global technology and the development of the e-commerce field, social media platforms have increasingly played a crucial role. Leveraging their online influence, they directly promote and sell products to fans and online audiences. The popularization of live streaming e-commerce marketing has driven the rapid growth of the e-commerce industry as a whole, with notable platforms such as TikTok, Douyin, Kwai, and Taobao.