Uber Eats Restaurant Menu & Price Extractor

Turn Uber Eats into a structured dataset. Search restaurants by keyword, then read their menus item by item, or feed in restaurant links and pull every section and price. Everything runs without cookies, logins, or API keys.

Three ways to scrape

Mode	Use it for	What you get
search	Discover restaurants for a keyword and delivery area	Restaurant name, URL, rating, review count, ETA, coordinates and rank
menus	Export the full menu of restaurants you already know	Restaurant profile plus every menu section the public response exposes, with item price, currency, photo and availability
searchWithMenus	Search, then export a menu for every match	Search fields, restaurant profile and complete menu in one record per restaurant

Location matters

Uber Eats only serves restaurants that deliver to a specific address, so results depend on location. Pass a city, postcode, street address, or latitude,longitude. The actor resolves it to a real delivery point, then uses that context for both search and menu pricing. If the address cannot be resolved, it falls back to the default city for the selected country.

What is in each record

• mode, query, location, rank — how the record was found
• restaurantId, restaurantName, restaurantUrl, heroImageUrl
• rating, ratingCount, priceRange, cuisines, isOpen
• address, city, postalCode, countryCode, latitude, longitude
• phoneNumber, currencyCode, storeType, deliveryMethods, workingHours
• deliveryFee, estimatedDeliveryTime
• menu — ordered sections, each with sectionName and items
• menuSectionCount, menuItemCount, itemsWithImageCount, itemsWithDescCount
• scrapedAt

Each menu item contains:

• itemId, name, description
• price in major currency units (for example 12.50), currency
• imageUrl, isAvailable, hasCustomizations

Empty values are omitted, never returned as null.

Input examples

Search pizza places in Brooklyn

{
  "mode": "search",
  "searchQueries": ["pizza"],
  "location": "Brooklyn, NY",
  "maxRestaurants": 20
}

Export full menus for two restaurants

{
  "mode": "menus",
  "restaurantUrls": [
    "https://www.ubereats.com/store/cvs-129-fulton-streets/isOmPe5EU261CcRN3X7RMw",
    "https://www.ubereats.com/store/atlantis-cafe-1049-grand-street/p1lWs-ecV5ySgxZXi1PRcw"
  ],
  "location": "Brooklyn, NY",
  "maxMenuItemsPerRestaurant": 500
}

Search, then pull every menu

{
  "mode": "searchWithMenus",
  "searchQueries": ["sushi", "ramen"],
  "location": "Toronto, ON",
  "country": "ca",
  "maxRestaurants": 10,
  "maxMenuItemsPerRestaurant": 150
}

How pagination works

Search results are requested page by page until maxRestaurants unique stores are collected or Uber Eats runs out of matches. Menus follow the same rule: the actor reads Uber Eats' own section paging and keeps requesting until the source stops returning items or maxMenuItemsPerRestaurant is reached. Menu item caps are applied across the whole restaurant, not per section.

Inputs

Field	Type	Default	Notes
mode	select	—	search, menus, or searchWithMenus (prefilled with search)
searchQueries	array	—	Keywords for search modes (prefilled with ["pizza"])
location	string	New York, NY	Address, city, postcode, or lat,lng
country	select	us	Fallback market and default city
maxRestaurants	integer	20	1–500 unique restaurants
restaurantUrls	array	—	URLs or store IDs for menu modes
maxMenuItemsPerRestaurant	integer	—	1–2000 items per restaurant (prefilled with 10)

Existing tasks that send restaurantUrls and maxItemsPerRestaurant keep working. The older key is read in code and mapped to maxMenuItemsPerRestaurant; it does not need to stay in the form.

Use cases

• Price monitoring — snapshot competitor menus and track dish prices over time.
• Market research — see which cuisines and restaurants serve a neighbourhood.
• Catalog enrichment — add descriptions, photos, and availability to your own listings.
• Delivery benchmarking — compare ratings, ETAs, and fees across an area.

FAQ

Does this need an Uber Eats account or cookies? No. The actor reads public restaurant and menu data and needs no login, cookie, or API key.

Do I need to configure a proxy? No. It works directly, and the actor chooses its network path automatically.

Why do two nearby addresses return different restaurants? Uber Eats filters by delivery radius. Change location to the exact area you care about.

Why is a menu shorter than what I see in the app? Some stores hide items that are unavailable at the current time, lazy-load category sections, or do not expose them in the public menu response. The actor returns everything the public menu response exposes up to your item cap.

Are prices always in the same currency? No. currencyCode and each item's currency tell you the local currency, which depends on the delivery market.

Can I use restaurant IDs instead of full URLs? Yes. Paste either a full Uber Eats URL or a store UUID in restaurantUrls.