The factors affecting the agglomeration of the sports industry are different from the traditional manufacturing and service industries. By studying the literature related to industrial agglomeration and combining the practical experience of sports industry agglomeration development, this paper finds that there are numerous and complex factors affecting sports industry agglomeration, but the research results are scarce. Further, this article sorts out and integrates the influencing factors of sports industry clusters, and finally summarizes the influencing factors into four points, they are: sports enterprises' own factors, industrial organization and institutional environment factors, technology spillover factors, economic development environment and supporting industry development factors. This article will serve as a guide to the agglomeration development of the sports industry.