Research on entrepreneurial networks has achieved rapid development given the multiplicity of focal actors’ identities, network structure levels, and research perspectives on networks. However, this complex multiplicity of entrepreneurial networks has made the field increasingly fragmented and difficult to navigate. In this paper, we first elaborate on the characteristics of entrepreneurial networks, and then capture the development of research during the period 2010 to 2022 through bibliographic approaches. Based on the results, we propose an integrative framework and identify several future directions.