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