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