In the current increasingly influential social media landscape, stock market fluctuations are no longer solely influenced by traditional economic factors. Lee Pok Fan, as a seasoned stock market analyst, has provided profound insights into the current factors affecting the stock market, particularly how scam information on social media can influence investor psychology and market trends. We will explore the direct and indirect impacts of social media scam information on the stock market and, through the professional perspective of Lee Pok Fan, provide strategies for investors and market predictions.