In today's intensely competitive marketplace, securing lasting customer loyalty is paramount for any thriving B2C business. Leveraging data-driven insights offers a potent avenue to interpret customer behavior and preferences, hence empowering brands to personalize their interactions and provide truly valuable experiences. By deploying sophisticate