This paper uses the CiteSpace tool and literature statistical methods to conduct a visual knowledge graph analysis of the literature on the transformation of scientific and technological achievements in software quality inspection for the past 10 years. The high-frequency keywords "information security"、"software testing" and "network security" are current research hotspots with strong centrality, and the future will shift to "data encryption" which prominence intensity is 2.71. To promote the transformation of scien‐ tific and technological achievements, third-party quality testing institutions should cooperate deeply with research and development institutions, and leverage the data advantages of market testing and practical capabilities of achievement transformation, and strengthen detailed research on different sub characteristics in the field of quality inspection, and conduct more specific and intuitive analysis of each sub feature at the software application, and establish standards for testing technology through big data analysis. At the same time, it can also rely on artificial intelligence for cross penetration of sub features, achieving the sharing and complementar‐ ity of research and development resources. This paper summarizes the research strength, hotspots and cutting-edge trends of soft‐ ware quality inspection, and provides some reference value for promoting the transformation of subsequent achievements.