A recent research report by CITIC Securities highlights that the profitability dynamics of stock trading software generally align with overall market trends (β). However, when markets are active, securities investment advisory services exhibit a more pronounced impact, attributable to distinct business models and traffic acquisition strategies. AI technology is now bolstering financial information service firms, as large language model (LLM) conversational products integrate and revolutionize traditional stock trading software functions, presenting a more cost-effective model for AI-driven investment advisory services. Looking ahead, the adoption of AI will profoundly influence the long-term growth potential of these firms. Amidst heightened trading activity in A-shares, financial information service firms are poised to seize new opportunities. Their performance will not only mirror the general performance of the A-share market (β) but will also underscore their unique competitive advantages (α), fueled by innovations such as AI technology integration and product enhancements.