The UAE\'s food and beverage market is one of the most dynamic in the world, shaped by tourism, multicultural tastes, and fast-changing consumer behavior. Between 2020 and 2026, the number of restaurants, cafés, cloud kitchens, and food delivery listings across the UAE has grown exponentially. Yet, many food brands still operate with limited visibility into competitor pricing, menu innovation, and regional demand patterns.