Foodspark provides Real-Time Grocery and Food Data APIs and Restaurant Scrapers that will help you gather the data in the desired format.

A Food delivery API (Application Programming Interface) is a technology that acts as a digital connector between different parts of the food delivery process. It helps restaurants, delivery services, and customers communicate and share information. It is a technology tool that makes it easy for these different platforms to cooperate. This cooperation makes online food ordering and home delivery a smooth experience for people.