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