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