# Uber Eats Menu Scraper (`piotrv1001/uber-eats-menu-scraper`) Actor

The Uber Eats Listings Scraper extracts restaurant and store data from Uber Eats — full menus with prices and item IDs, ratings, reviews, addresses, geo coordinates, phone numbers, opening hours, and delivery methods. Supports sitemap, category, and direct-URL discovery across 25+ Uber Eats markets.

- **URL**: https://apify.com/piotrv1001/uber-eats-menu-scraper.md
- **Developed by:** [FalconScrape](https://apify.com/piotrv1001) (community)
- **Categories:** E-commerce, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 2 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 stores

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

### 🍔 Uber Eats Menu Scraper

Extract restaurant menus and store data from **Uber Eats** at scale. The **Uber Eats Menu Scraper** pulls full menus with prices and item IDs, plus ratings, addresses, opening hours and contact info from any Uber Eats store page — no browser, no JavaScript rendering required.

### ✨ Features

-   🏪 **Full Store Profile**: Name, cuisines, price range, hero images, address, geo coordinates, phone, rating, and review count.
-   📋 **Complete Menu**: Every menu section with item name, description, price, currency, item UUID, and "#N most liked" popularity tag.
-   🕒 **Opening Hours & Delivery**: Structured opening-hours specifications and delivery methods (OwnFleet, PickUp).
-   🌍 **Global Coverage**: Works across all 25+ Uber Eats markets — US (`/store/...`) and country-prefixed URLs (`/tw/`, `/mx/`, `/jp/`, `/fr/`, ...).
-   🗺️ **Three Discovery Modes**: Direct store URLs, city/category seeds (e.g. *new-york-city/pizza*), or full sitemap shards (~50K URLs each, 26 shards total).
-   ⚡ **Fast & Lightweight**: Pure HTTP + Cheerio, no headless browser — reads server-rendered JSON-LD directly.

### 🛠️ How It Works

1. **Choose your discovery mode** – paste Uber Eats `/store/...` URLs directly, list city/category seeds, or pick sitemap shard indices.
2. **Run the Actor** – it parses each store's embedded JSON-LD and pushes one structured record per restaurant.
3. **Download the data** – export the dataset as JSON, CSV, Excel, or HTML.

### ⚙️ Input

Configure the run from the **Input** tab in Apify Console or via the API. All fields are optional, but you must supply at least one of `storeUrls`, `categorySeeds`, or `sitemapShards`.

| Field | Type | Description | Default |
|-------|------|-------------|---------|
| `storeUrls` | array | Direct Uber Eats store URLs, e.g. `https://www.ubereats.com/store/{slug}/{storeId}`. Scraped immediately, no discovery step. | `[]` |
| `sitemapShards` | array of integers (0–25) | Sitemap shard indices to crawl for store discovery. Each shard contains ~50K store URLs across all countries. | `[]` |
| `countryFilter` | array of strings | Restrict discovered URLs to these two-letter country codes (e.g. `["US","GB","TW"]`). Empty = no filter. US stores have no country prefix; international stores are prefixed with `/{cc}/store/`. | `[]` |
| `categorySeeds` | array of objects | City/category pairs, e.g. `{"city":"new-york-city","category":"pizza"}`. Each becomes `https://www.ubereats.com/category/{city}/{category}` and all `/store/...` links on the page are enqueued. | `[]` |
| `maxStores` | integer | Maximum number of store detail pages to scrape across all discovery sources. `0` = unlimited. | `100` |
| `proxyConfiguration` | object | Proxy settings. Apify residential proxies recommended for sitemap-scale runs. | `{ "useApifyProxy": true }` |

#### Example input

```json
{
    "storeUrls": [
        { "url": "https://www.ubereats.com/store/brookiez-77-christopher-st-store/c4BEKnGoSJmcg85J8bFexQ" }
    ],
    "categorySeeds": [
        { "city": "new-york-city", "category": "pizza" }
    ],
    "sitemapShards": [0, 1],
    "countryFilter": ["US"],
    "maxStores": 500
}
````

### 📊 Sample Output Data

The scraper outputs one structured JSON record per store, with the full menu nested inside.

```json
[
    {
        "url": "https://www.ubereats.com/store/dominos-4010-n-conway-aves/JGNuF4GSWCC5dHas2xHyqg",
        "storeId": "JGNuF4GSWCC5dHas2xHyqg",
        "name": "Domino's (4010 N CONWAY AVE)",
        "cuisines": ["Pizza"],
        "priceRange": "$",
        "images": ["https://tb-static.uber.com/prod/image-proc/processed_images/..."],
        "address": {
            "street": "4010 N Conway Ave",
            "city": "Mission",
            "region": "TX",
            "postalCode": "78574",
            "country": "US"
        },
        "geo": { "lat": 26.244, "lng": -98.297 },
        "phone": "+16824086498",
        "rating": 4.5,
        "reviewCount": 130,
        "deliveryMethods": ["OwnFleet", "PickUp"],
        "openingHours": [
            { "days": ["Monday", "Tuesday", "Wednesday"], "opens": "10:00", "closes": "23:00" }
        ],
        "menu": [
            {
                "section": "Pizzas",
                "items": [
                    {
                        "itemId": "01e54a0e-dd7e-5bc2-bae1-53c4a91c9aa1",
                        "name": "Pacific Veggie",
                        "description": "Roasted red peppers, onions, mushrooms",
                        "price": 13.09,
                        "currency": "USD",
                        "popularityTag": "#1 most liked"
                    }
                ]
            }
        ]
    }
]
```

Data is available in JSON, CSV, Excel, and HTML formats from the Apify Console or via the dataset API.

Power up your food-delivery analytics, price tracking, or competitive research with the **Uber Eats Menu Scraper** today! 🚀

# Actor input Schema

## `storeUrls` (type: `array`):

Direct Uber Eats store URLs to scrape, e.g. https://www.ubereats.com/store/{slug}/{storeId}. When provided, the actor will scrape these stores directly without running discovery.

## `sitemapShards` (type: `array`):

Indices (0-25) of Uber Eats store sitemap shards to crawl for discovery. Each shard contains ~50K store URLs. Leave empty to skip sitemap discovery.

## `countryFilter` (type: `array`):

Restrict discovered URLs to these two-letter country codes (e.g. 'US','GB','TW'). Empty = no filter. US stores have no country prefix; international stores have a '/{cc}/store/' prefix.

## `categorySeeds` (type: `array`):

City/category pairs to discover stores from, e.g. {"city":"new-york-city","category":"grocery"}. Each seed becomes https://www.ubereats.com/category/{city}/{category}.

## `maxStores` (type: `integer`):

Maximum number of store detail pages to scrape across all discovery sources. 0 = unlimited.

## `proxyConfiguration` (type: `object`):

Proxy settings. Residential proxies are strongly recommended — Uber Eats serves an anti-bot challenge from datacenter IPs.

## Actor input object example

```json
{
  "storeUrls": [
    {
      "url": "https://www.ubereats.com/store/brookiez-77-christopher-st-store/c4BEKnGoSJmcg85J8bFexQ"
    }
  ],
  "sitemapShards": [],
  "countryFilter": [],
  "categorySeeds": [],
  "maxStores": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "storeUrls": [
        {
            "url": "https://www.ubereats.com/store/brookiez-77-christopher-st-store/c4BEKnGoSJmcg85J8bFexQ"
        }
    ],
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("piotrv1001/uber-eats-menu-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "storeUrls": [{ "url": "https://www.ubereats.com/store/brookiez-77-christopher-st-store/c4BEKnGoSJmcg85J8bFexQ" }],
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("piotrv1001/uber-eats-menu-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "storeUrls": [
    {
      "url": "https://www.ubereats.com/store/brookiez-77-christopher-st-store/c4BEKnGoSJmcg85J8bFexQ"
    }
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call piotrv1001/uber-eats-menu-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=piotrv1001/uber-eats-menu-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Uber Eats Menu Scraper",
        "description": "The Uber Eats Listings Scraper extracts restaurant and store data from Uber Eats — full menus with prices and item IDs, ratings, reviews, addresses, geo coordinates, phone numbers, opening hours, and delivery methods. Supports sitemap, category, and direct-URL discovery across 25+ Uber Eats markets.",
        "version": "0.0",
        "x-build-id": "giRLKYgTJ7GNDSOWv"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/piotrv1001~uber-eats-menu-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-piotrv1001-uber-eats-menu-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/piotrv1001~uber-eats-menu-scraper/runs": {
            "post": {
                "operationId": "runs-sync-piotrv1001-uber-eats-menu-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/piotrv1001~uber-eats-menu-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-piotrv1001-uber-eats-menu-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "storeUrls": {
                        "title": "Store URLs",
                        "type": "array",
                        "description": "Direct Uber Eats store URLs to scrape, e.g. https://www.ubereats.com/store/{slug}/{storeId}. When provided, the actor will scrape these stores directly without running discovery.",
                        "default": [],
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "sitemapShards": {
                        "title": "Sitemap Shards",
                        "type": "array",
                        "description": "Indices (0-25) of Uber Eats store sitemap shards to crawl for discovery. Each shard contains ~50K store URLs. Leave empty to skip sitemap discovery.",
                        "items": {
                            "type": "integer",
                            "minimum": 0,
                            "maximum": 25
                        },
                        "default": []
                    },
                    "countryFilter": {
                        "title": "Country Filter",
                        "type": "array",
                        "description": "Restrict discovered URLs to these two-letter country codes (e.g. 'US','GB','TW'). Empty = no filter. US stores have no country prefix; international stores have a '/{cc}/store/' prefix.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "categorySeeds": {
                        "title": "Category Seeds",
                        "type": "array",
                        "description": "City/category pairs to discover stores from, e.g. {\"city\":\"new-york-city\",\"category\":\"grocery\"}. Each seed becomes https://www.ubereats.com/category/{city}/{category}.",
                        "default": []
                    },
                    "maxStores": {
                        "title": "Max Stores",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of store detail pages to scrape across all discovery sources. 0 = unlimited.",
                        "default": 100
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings. Residential proxies are strongly recommended — Uber Eats serves an anti-bot challenge from datacenter IPs.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```