In the dynamic realm of industrial product e-commerce, discerning genuine customer behavior from anomalous 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 improve the overall custome