In the dynamic realm of industrial product e-commerce, discerning authentic customer behavior from suspicious activities is paramount. Utilizing buyer persona analysis provides invaluable insights into customer motivations, purchasing patterns, and preferences, enabling businesses to design targeted marketing strategies and enhance the overall cust