UberEats Menu Scraper

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Scrape full restaurant menus from UberEats. Provide one or more restaurant page URLs and this actor will extract all menu sections, items, prices, descriptions, and images — plus restaurant metadata like name, address, rating, and cuisine categories.

Features

• Extracts complete menus from UberEats restaurant pages
• One output record per menu item with full context (restaurant, section, price, image)
• Works with any UberEats restaurant URL globally
• Handles Cloudflare-protected pages via residential proxy

Input

Example input:

{
"restaurantUrls":[
"https://www.ubereats.com/store/wendys-isabela/yucJTUkHWQaRH0b5IC8U9g",
"https://www.ubereats.com/store/subway-1510-w-main-st/WZc_lVtEV1eGI_Y4jII5yg"
],
"maxItems":200
}

Finding restaurant URLs: Navigate to any restaurant on ubereats.com, open the restaurant page, and copy the URL from your browser. It will look like https://www.ubereats.com/store/{restaurant-name}/{id}.

Output

Each output record represents one menu item. All restaurant context is denormalized onto every record for easy analysis.

Example output record:

{
"restaurant_id":"yucJTUkHWQaRH0b5IC8U9g",
"restaurant_name":"Wendy's Isabela",
"restaurant_url":"https://www.ubereats.com/store/wendys-isabela/yucJTUkHWQaRH0b5IC8U9g",
"restaurant_rating":4.8,
"restaurant_rating_count":37,
"restaurant_price_range":"",
"restaurant_categories":"Burgers",
"restaurant_address":"BO MORA CARR 2 KM 111 Isabela PR, San Juan, 00662",
"section_name":"Combos de Hamburger",
"item_name":"Classic Sencillo Combo",
"item_description":"Carne, Queso americano, mayonesa, ketchup, pepinillo, cebolla, tomate, lechuga",
"item_price":7.98,
"item_price_formatted":"$7.98",
"scraped_at":"2026-06-04T17:40:05.673Z"
}

Notes

• Menu data availability: Chain restaurants (McDonald's, Subway, Wendy's, etc.) reliably expose full menus via UberEats structured data. Some independent restaurants may not include menu data in their structured data — these are skipped with a warning in the run log.
• Rate limiting: UberEats uses Cloudflare to protect its pages. This actor uses residential proxies to bypass challenges. Scraping hundreds of restaurants in one run may slow down due to proxy session management.
• URL format: URLs must be full UberEats store URLs (https://www.ubereats.com/store/...). City or search pages are not supported.