“In the field of civil engineering, artificial intelligence, as the core driving force, is driving the comprehensive improvement of digitization, automation, informatization, and intelligence. Through qualitative and quantitative analysis, CiteSpace tool is used to deeply explore the research status, problems, bottlenecks, and development of artificial intelligence in the design, manufacturing, maintenance and upkeep stages of civil engineering, providing research ideas and solutions for promoting the cross integration of artificial intelligence in the entire life cycle of civil engineering.”