The study proposed a generation and action mechanisms model of the trust toward Goods - Vehicles Matching Platforms (GVMPs), and made it empirical tests through 104 effective sample data from mainland China. The results show that trust has a significant influence on truck owners’ intention toward the using of GVMP, perceived controllability and perceived ease of use are the key factors influencing truck owners’ trust toward GVMP. Based on the research discovery, proposals about R & D and applications of GVMP are offered.