Uber Eats Scraper

🔍 What does Uber Eats Scraper do?

The Uber Eats Scraper extracts restaurant data from the Uber Eats website with a user-friendly interface. The data includes the restaurant name, rating, number of ratings, categories, location, hours, email, phone number and the menu items.

✨ Features

• 📊 Extracts detailed restaurant data
• 🍽️ Scrapes menu items with options and add-ons
• 🗂️ Option to organize menu items by sections and subsections
• 🌍 Supports multiple regions and languages
• ⚡ Fast and reliable scraping

💡 Input Parameters

This scraper requires a list of Uber Eats restaurant URLs. The URLs can be obtained by searching for restaurants on the Uber Eats website.

• Restaurant URLs - A list of Uber Eats restaurant URLs.
• Scrape Menu - Wether scrape the restaurant menu or not. Default value is true.
• Organize By Sections - If enabled, the menu items will be organized by their sections and subsections. Default value is false.

{
		"restaurantUrls": [
			"https://www.ubereats.com/store/...",
			"https://www.ubereats.com/store/...",
			"https://www.ubereats.com/store/..."
		],
		"scrapeMenu": true,
		"organizeMenuBySections": false
	}

📦 Output Format

This scraper returns a list of restaurant objects. For each restaurant, the following information is extracted:

• name
• uuid
• url
• logoUrl
• categories
• rating
• reviewCount
• location (object)
• hours
• email
• phoneNumber
• menuItems (list of objects, if scrapeMenu is enabled and organizeMenuBySections is disabled)
  • imageUrl
  • title
  • price
  • priceString
  • isSoldOut
  • uuid
  • sectionsList (list of strings)
  • subsectionsList (list of strings)
  • sections (list of objects)
    • uuid
    • title
    • subsections (list of objects)
      • uuid
      • title
  • optionsList (list of objects)
    • title
    • maxPermitted
    • minPermitted
    • uuid
    • options (list of objects)
      • title
      • price
      • isSoldOut
      • maxPermitted
      • minPermitted
      • uuid
• sections (list of objects, if organizeMenuBySections is enabled)
  • uuid
  • title
  • subsections (list of objects)
    • uuid
    • title
    • items (list of menuItems in this subsection)

📤 Output Example (scrapeMenu enabled)

{
	"url": "https://www.ubereats.com/store/mcdonalds-700-west-4th-street/D9vYPnglREqMPS4BFm77Fg",
	"logoUrl": "https://tb-static.uber.com/prod/image-proc/processed_images/41e448619de9527990482249b90f154c/d9be3fc772fc6c0fd6b3471e291aa823.jpeg",
	"name": "McDonald's® (700 WEST 4TH STREET)",
	"categories": [
		"$",
		"American",
		"Burgers",
		"Fast Food"
	],
	"rating": 4,
	"reviewCount": "2000+",
	"currencyCode": "USD",
	"location": {
		"address": "700 West 4th Street, WILMINGTON, DE 19801",
		"city": "WILMINGTON",
		"postalCode": "19801",
		"country": "US",
		"latitude": 39.7428822,
		"longitude": -75.5582046,
		"locationType": "DEFAULT"
	},
  "email": "example@gmail.com",
	"phoneNumber": "+12345678900",
	"uuid": "0fdbd83e-7825-444a-8c3d-2e01166efb16",
	"hours": [
		{
			"dayRange": "Sunday",
			"sectionHours": [
				{
					"startTime": 240,
					"endTime": 659,
					"sectionTitle": "Breakfast",
					"startTimeFormatted": "4:00 AM",
					"endTimeFormatted": "10:59 AM"
				},
				{
					"startTime": 660,
					"endTime": 1019,
					"sectionTitle": "Lunch",
					"startTimeFormatted": "11:00 AM",
					"endTimeFormatted": "4:59 PM"
				},
				{
					"startTime": 1020,
					"endTime": 239,
					"sectionTitle": "Dinner",
					"startTimeFormatted": "5:00 PM",
					"endTimeFormatted": "3:59 AM"
				}
			]
		},
		{
			"dayRange": "Monday - Friday",
			"sectionHours": [
				{
					"startTime": 240,
					"endTime": 629,
					"sectionTitle": "Breakfast",
					"startTimeFormatted": "4:00 AM",
					"endTimeFormatted": "10:29 AM"
				},
				{
					"startTime": 630,
					"endTime": 1019,
					"sectionTitle": "Lunch",
					"startTimeFormatted": "10:30 AM",
					"endTimeFormatted": "4:59 PM"
				},
				{
					"startTime": 1020,
					"endTime": 239,
					"sectionTitle": "Dinner",
					"startTimeFormatted": "5:00 PM",
					"endTimeFormatted": "3:59 AM"
				}
			]
		},
		...
	],
	"menuItems": [
		{
			"imageUrl": "https://tb-static.uber.com/prod/image-proc/processed_images/a9d2a15dd02bad1a257659a7cb34a5c2/a19bb09692310dfd41e49a96c424b3a6.jpeg",
			"title": "10 pc. Chicken McNuggets®",
			"price": 7.59,
			"priceString": "$7.59 • 410 Cal.",
			"isSoldOut": false,
			"uuid": "5a885a57-eb02-5279-be0e-57b1ab76348e",
			"sectionsList": [
				"Chicken & Sandwiches"
			],
			"subsectionsList": [
				"Chicken McNuggets®",
				"McChicken® Sandwiches",
				"Filet-O-Fish® Sandwiches"
			],
			"sections": [
				{
					"uuid": "adb60313-6004-5021-8d40-d4576e102975",
					"title": "Chicken & Sandwiches",
					"subsections": [
						{
							"uuid": "38aa3fc6-1f0a-550d-a3d9-21609595edac",
							"title": "Chicken McNuggets®"
						},
						{
							"uuid": "6fa367b4-86ca-5438-b872-8d5a975c8745",
							"title": "McChicken® Sandwiches"
						},
						{
							"uuid": "cdf9d5c3-2d63-51e5-bdef-71f2f514e078",
							"title": "Filet-O-Fish® Sandwiches"
						}
					]
				}
			],
			"optionsList": [
				{
					"title": "Select Sauce",
					"maxPermitted": 2,
					"minPermitted": 2,
					"uuid": "05392077-6c5a-5aae-ac1a-422a4f5269fc",
					"options": [
						{
							"title": "Tangy BBQ Dipping Sauce",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "9fe06c71-3e60-5e88-a48e-d62eaf84738c"
						},
						{
							"title": "Sweet N Sour Dipping Sauce",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "1b71e81c-fd51-56e6-92b3-206286a12ea4"
						},
						{
							"title": "Honey Packet",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "f058a4a1-e4de-5cd7-b8d2-545bd5b78dc5"
						},
						{
							"title": "Hot Mustard Dipping Sauce",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "7c04ef48-203b-53f2-af10-3ed29a9ecb35"
						},
						{
							"title": "Creamy Ranch Sauce",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "ca4746e1-8d23-5ab0-835a-881fb295b762"
						},
						{
							"title": "Hot Picante Salsa",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "455a684a-af0f-5ae6-945f-23e6c0e2aabe"
						},
						{
							"title": "Mild Picante Salsa",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "7d97990d-ded4-54d9-a204-13f751567441"
						},
						{
							"title": "Ketchup Packet",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "19ac12f8-5dfe-54ed-88bc-6a120f1e1eae"
						},
						{
							"title": "Honey Mustard",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "5735fdf1-650b-52b8-8b64-ee635ac04de8"
						},
						{
							"title": "Spicy Buffalo",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "84cc2969-eb04-5e48-a556-3d15397c6e5e"
						},
						{
							"title": "No Sauce",
							"price": 0,
							"isSoldOut": false,
							"maxPermitted": 2,
							"minPermitted": 0,
							"uuid": "be18d6eb-9fa9-55c3-9c50-729d2cbd0d3e"
						}
					]
				}
			]
		},
		...
	]
}

📤 Output Example 2 (if organizeMenuBySections is enabled)

Here's an example of 'Sections' part of the output when "Organize By Sections" is enabled:

{
  ...
	"sections": [
		{
			"uuid": "adb60313-6004-5021-8d40-d4576e102975",
			"title": "Apéritif Dinatoire",
			"subsections": [
				{
					"uuid": "38aa3fc6-1f0a-550d-a3d9-21609595edac",
					"title": "Chips",
					"items": [
						{
							"imageUrl": "https://tb-static.uber.com/prod/image-proc/processed_images/a1b4326e4c572c9c76eb5cd6de2e29a2/f9586c36ab7db84d09b777cee8c829b1.jpeg",
							"title": "Carrefour Original - Chips à l'ancienne nature (150g)",
							"price": 1.49,
							"priceString": "€1.49",
							"isSoldOut": false,
							"uuid": "909cb963-9ead-501e-aa7c-1de8ad3631df"
						},
						...
					]
				},
				{
					"uuid": "6fa367b4-86ca-5438-b872-8d5a975c8745",
					"title": "Saucissons et Saucisses apéritives",
					"items": [
						{
							"imageUrl": "https://tb-static.uber.com/prod/image-proc/processed_images/04314f941745b5a54ce45d77c4bbfca3/f9586c36ab7db84d09b777cee8c829b1.jpeg",
							"title": "Justin Bridou - Mini saucisson bâton de berger nature (100g)",
							"price": 3.87,
							"priceString": "€3.87",
							"isSoldOut": false,
							"uuid": "810bf342-1d13-5a2d-84fd-a5184499603c"
						},
						...
					]
				},
				{
					"uuid": "cdf9d5c3-2d63-51e5-bdef-71f2f514e078",
					"title": "Biscuits apéritifs",
					"items": [
						{
							"imageUrl": "https://tb-static.uber.com/prod/image-proc/processed_images/3a036bfe30048c3b42c178ad5ed04260/b4665c191b34baf3d0e0fa45dfdd3d1d.jpeg",
							"title": "Belin - Monaco craquelins, emmental (30)",
							"price": 1.88,
							"priceString": "€1.88",
							"isSoldOut": false,
							"uuid": "d1a721e9-9736-5e41-8084-1bc731158ff2"
						},
						...
					]
				}
			]
		},
		{
			"uuid": "ac0df389-4cc0-56ba-9049-9751eb63bae7",
			"title": "Eaux, Jus, Sodas & Energisants",
			"subsections": [
				{
					"uuid": "96c52957-0d96-5099-8119-805d2bfbfc78",
					"title": "Sirops et Boissons Concentrées",
					"items": [
						{
							"imageUrl": "https://tb-static.uber.com/prod/image-proc/processed_images/dcaad25dd2cf41bfc1fc0242b7587e8e/f9586c36ab7db84d09b777cee8c829b1.jpeg",
							"title": "Carrefour Classic' - Sirop de grenadine, assorti (750ml)",
							"price": 2.62,
							"priceString": "€2.62",
							"isSoldOut": false,
							"uuid": "79997b66-9e15-5ef2-a096-113b1a18afe8"
						},
						...
					]
				}
			]
		}
	]
}

🧩 Integrations and Uber Eats Scraper

Last but not least, Uber Eats Scraper can be connected with almost any cloud service or web app thanks to integrations on the Apify platform. You can integrate with Make, Zapier, Slack, Airbyte, GitHub, Google Sheets, Google Drive, and more. Or you can use webhooks to carry out an action whenever an event occurs, e.g. get a notification whenever Uber Eats Scraper successfully finishes a run.

🔌 Using Uber Eats Scraper with the Apify API

The Apify API gives you programmatic access to the Apify platform. The API is organized around RESTful HTTP endpoints that enable you to manage, schedule, and run Apify actors. The API also lets you access any datasets, monitor actor performance, fetch results, create and update versions, and more.

To access the API using Node.js, use the apify-client NPM package. To access the API using Python, use the apify-client PyPI package.

Check out the Apify API reference docs for full details.

💬 Giving feedback

If you have any feature requests or bug reports, please create an issue on the Issues page.