Grubhub Restaurant Scraper 🍽️

Powerful scraper for extracting detailed restaurant and menu data from Grubhub. Get comprehensive information about restaurants, their menus, prices, ratings, and delivery options.

Features ✨

• Extract detailed restaurant information including:
  • Basic details (name, ID, description, logo)
  • Location data (address, coordinates)
  • Contact information
  • Rating and review counts
  • Cuisine types
  • Operating hours
  • Price rating
• Comprehensive menu data:
  • Menu item names and descriptions
  • Prices and categories
  • Item availability
  • Food images (when available)
• Delivery information:
  • Delivery availability
  • Minimum order amounts
  • Delivery fees
  • Estimated delivery times

Use Cases 💡

• Market research and competitor analysis
• Menu and price monitoring
• Food delivery service optimization
• Restaurant database building
• Local business intelligence

Input Parameters 📝

The actor accepts the following inputs:

• searchUrls: Array of Grubhub search URLs to scrape
• maxItems: Maximum number of items to scrape (optional)
• proxyConfiguration: Proxy settings (optional)

Output 📊

Results are stored in JSON format with detailed restaurant and menu information. Each record contains:

• Complete restaurant profile
• Detailed menu items with prices
• Delivery options and fees
• Location and contact details
• Ratings and reviews data

Tips 💪

• Use specific location-based search URLs for better results
• Adjust maxItems based on your needs
• Consider using proxies for large-scale scraping

Input Example

A full explanation of an input example in JSON.

{
    "searchUrls": [
        "https://www.grubhub.com/search?orderMethod=delivery&locationMode=DELIVERY&facetSet=umamiV6&pageSize=36&hideHateos=true&searchMetrics=true&queryText=noodles&latitude=34.05490875&longitude=-118.24264527&geohash=9q5ctrd24xj7&includeOffers=true&featureControl=fastTagBadges%3Atrue&sortSetId=umamiv3&sponsoredSize=3&countOmittingTimes=true"
    ],
    "maxItems": 50
}

Output sample

The results will be wrapped into a dataset which you can always find in the Storage tab. Here's an excerpt from the data you'd get if you apply the input parameters above:

And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML.

[
    {
        "searchUrl": "https://www.grubhub.com/search?orderMethod=delivery&locationMode=DELIVERY&facetSet=umamiV6&pageSize=36&hideHateos=true&searchMetrics=true&queryText=noodles&latitude=34.05490875&longitude=-118.24264527&geohash=9q5ctrd24xj7&includeOffers=true&featureControl=fastTagBadges%3Atrue&sortSetId=umamiv3&sponsoredSize=3&countOmittingTimes=true",
        "restaurant": {
            "id": "2249885",
            "merchant_id": "vZ2t8LtAEeqw3FFH06yU0w",
            "url": "https://www.grubhub.com/restaurant/noodle-world-1935-s-atlantic-blvd-monterey-park/2249885",
            "name": "Noodle World",
            "logo": "https://res.cloudinary.com/grubhub/image/upload/v1505314786/xvtxngssf4xlwy2e9tbm.png",
            "description": null,
            "rating": {
                "count": 428,
                "value": "4",
                "actual_value": 4.8937529313265244
            },
            "cuisines": [
                "Noodles",
                "Bubble Tea",
                "Coffee and Tea",
                "Ramen",
                "Salads",
                "Thai"
            ],
            "address": {
                "street": "1935 S Atlantic Blvd",
                "city": "Monterey Park",
                "state": "CA",
                "postal_code": "91754",
                "latitude": "34.04156112",
                "longitude": "-118.14218903"
            },
            "phone": "3238819898",
            "delivery": {
                "available": true,
                "minimum": 0,
                "fee": 0,
                "time_estimate": {
                    "min": 35,
                    "max": 50
                }
            },
            "price_rating": 3,
            "is_open": true,
            "next_closed_at": "2025-02-23T05:15:00.000Z"
        },
        "menu_items": [
            {
                "id": "20522860837",
                "name": "46. Noodle & Soup.",
                "description": "",
                "price": 9.99,
                "category": "Vietnamese Noodle Soup.",
                "available": true,
                "image": null
            },
            {
                "id": "20522860500",
                "name": "40. Noodle World Pho.",
                "description": "Rare slices of steak, well done flank, beef balls, tendon, tripe, onions, cilantro, green onions, and rice stick noodles. Soup flavored with lime juice, peanuts, and chili.",
                "price": 14.99,
                "category": "Vietnamese Noodle Soup.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/wvi4xqrisdmlfwqrwiw1.jpg",
                    "format": "jpg"
                }
            },
            {
                "id": "20522860425",
                "name": "79. Noodle World Spaghetti.",
                "description": "Shrimp, squid mussels, imitation crab meat and spaghetti sautéed with garlic, vegetables, Thai Basil and chili.",
                "price": 16.99,
                "category": "Wok Noodles.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/vbdrl4tgsfbph3frmxqg.jpg",
                    "format": "jpg"
                }
            },
            {
                "id": "20522860763",
                "name": "85. Singapore Noodles.",
                "description": "Shrimp and BBQ Pork wok fried with onions, green onions, eggs, curry powder, bean sprouts and rice vermicelli.",
                "price": 16.49,
                "category": "Wok Noodles.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/eyrpmetcoa7qhrwor1zk.jpg",
                    "format": "jpg"
                }
            },
            {
                "id": "20522860891",
                "name": "84. Garlic Noodles.",
                "description": "Chicken, Japanese egg noodles, white mushrooms, shiitake mushrooms, corn, peas, butter, garlic, parmesan cheese.",
                "price": 15.49,
                "category": "Wok Noodles.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/c9rrvukj662xvoyfjsjl.jpg",
                    "format": "jpg"
                }
            },
            {
                "id": "20522860482",
                "name": "79. Noodle World Spaghetti.",
                "description": "Shrimp, squid mussels, imitation crab meat and spaghetti sautéed with garlic, vegetables, Thai Basil and chili.",
                "price": 16.99,
                "category": "Wok Noodles.|72. RAD NAH|73. PAD SEE YOU|75. DRUNKEN NOODLE|77. CHOW MEIN|80. SPAGHETTI",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/vbdrl4tgsfbph3frmxqg.jpg",
                    "format": "jpg"
                }
            },
            {
                "id": "20522860886",
                "name": "17. Noodle World Salad.",
                "description": "Boneless Thai BBQ chicken, mixed greens, cucumber, carrots, onion and tofu, tossed with sesame ginger dressing. ",
                "price": 14.29,
                "category": "Salads.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/vs9gkmhdtvqyknyokhou.jpg",
                    "format": "jpg"
                }
            },
            {
                "id": "20522860407",
                "name": "20. Noodle World Tom Yum.",
                "description": "Chicken, shrimp, ground pork, fish ball, fish cake, green onions, cilantro, and rice stick noodles in spicy tom yum soup flavored with lime juice, crushed peanuts, and chili flakes.",
                "price": 14.99,
                "category": "Thai Noodle Soups.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/xqcbunfupyc9zaxmrjvd.jpg",
                    "format": "jpg"
                }
            },
            {
                "id": "22771615871",
                "name": "30. House Noodles.",
                "description": "Chicken, shrimp, ground pork, fish ball, and fish cakes. Served with bean sprouts, green onions, and cilantro with egg noodles.",
                "price": 14.29,
                "category": "Chinese Noodle Soup.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/acey0ewn6lmnwswvniv6.png",
                    "format": "png"
                }
            },
            {
                "id": "20522860412",
                "name": "35. Chicken Noodles.",
                "description": "Chicken slices, bean sprouts, green onions, and cilantro",
                "price": 13.99,
                "category": "Chinese Noodle Soup.",
                "available": true,
                "image": {
                    "url": "https://media-cdn.grubhub.com/image/upload/w1xgiu6laln0fedm5fbk.jpg",
                    "format": "jpg"
                }
            }
        ]
    },
    ...
]

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