Top logistics enterprise plays an essential supporting role in the city’s sustainable development. According to the 2019–2021 list of China’s A-level logistics enterprises, this paper aims to explore the spatial heterogeneity of the factors influencing A-level logistics enterprises over time by using a multi-scale geographically weighted regression model. In addition, the spatial evolution characteristics of A-level logistics enterprises were analyzed through spatial visualization and density estimation methods. The results show that: (1) Th...