Web scraping in Uber Eats for the US market intelligence involves the extraction of useful insights from the online platform to study various trends, pricing, restaurant performance, and consumer behavior. The data collection normally encompasses menu offerings, delivery charges, order volumes, customer ratings, and promotional activities. This helps firms and researchers know the competitive landscape better, demand patterns, and customer preferences to make more profound pricing, marketing strategy, and business expansion decisions regarding food delivery.