The U.S. food delivery market has experienced explosive growth over the past decade. Platforms such as DoorDash, Uber Eats, Grubhub, Postmates, Instacart, and Seamless have transformed how consumers discover restaurants, browse menus, compare prices, and place orders. With millions of restaurants, constantly changing menus, dynamic pricing, and location-based availability, these platforms generate massive volumes of valuable data every day.