The measure of business success is one of the key problems in the field of entrepreneurship research. Entrepreneurial success was not only debated fiercely in the industry,after coming into the academic field, it also aroused widespread discussion in the theoretical circles. At present, the connotation of entrepreneurial success, dimensions and measurement are rare, there is still controversy. Based on the existent study of entrepreneurial success, this paper refines and improves the entrepreneurial success dimensions and develops the corresponding measurement scale through the systematic combing of literature and semi-structure interviews of entrepreneurs. It uses the second large-scale questionnaire to collect first-hand data and analyzes exploratory factor and verification factor of the data. Results show that the measuring scale has high reliability and validity . The empirical results show that measurement scale developed in this research well reflects the connotation of entrepreneurial success, and makes up for the deficiency of entrepreneurial success dimensions and scale of the existing research . In the end,the study reviews the limitations of the study and look forward to the future research directions to provide reference for research scholars in the entrepreneurial field.