In today's intensely dynamic marketplace, securing lasting customer loyalty is paramount for any successful B2C business. Leveraging data-driven insights offers a potent avenue to interpret customer behavior and preferences, hence empowering brands to personalize their interactions and deliver truly meaningful experiences. By integrating sophistica