In 2020, a transaction number of 961 billion RMB had been created by live streaming commerce in China, even under the economic recession caused by COVID-19. In contrast with this considerable industrial scale, the research which studied live streaming commerce is infrequent. Different from the traditional shopping format, live streaming sellers play a crucial role as a middleman between consumers and producers for this new shopping format. Thus, the main purpose of this study is to discuss the influence of trust in live streaming sellers on customers' continuous use of live streaming. To answer this question, a model based on Itani et al. (2019)'s "value get, value give" (VGVG) framework was developed and Partial Least Squares-Structural Equation Modeling (PLS-SEM) was utilized as the data analysis method to test the hypothetical model. Specifically, customer perceived value from live streaming shopping is considered as the independent factor which consists of price value, quality value, emotional value, and social value. Trust in live streaming sellers is the mediating variable and repurchase intention is the dependent variable. In addition, this study also intends to discuss the moderating effect of customer perceived social distance with live streaming sellers on trust perception. There were 327 valid questionnaire responses that collected through the Internet in China. Through the statistical analysis, it can be concluded that customer perceived emotional value and social value from previous shopping experience are vital to the live streaming business. And the trust originated from previous knowledge about sellers and identity approval plays an important mediating role to accelerate the transformation from customer perceived value to repurchase intention. Also, it is found that customer perceived social distance with live streaming sellers moderates the relationship between customer perceived value and trust in sellers. This study does not only enrich the research about live streaming commerce, relationship marketing, customer perceived value, and trust but also provides implications for business practice.