Grasping modern industry trends by means of extensive consumer observations and strategic insights. The retail setting persists in progress at an unprecedented pace, driven by technical breakthroughs and shifting societal expectations. Recognizing customer preferences requires advanced data-driven approaches that represent the complex nature of c