The intersection of sentiment analysis, artificial intelligence, and test automation is a rapidly growing field that is revolutionizing businesses, particularly in China. Sentiment analysis, a subset of natural language processing, involves the use of artificial intelligence to analyze and interpret human emotions from text data. When combined with test automation, the efficiency and effectiveness of business operations can be significantly enhanced.