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