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.

1{
2    "searchUrls": [
3        "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"
4    ],
5    "maxItems": 50
6}

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.

1[
2    {
3        "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",
4        "restaurant": {
5            "id": "2249885",
6            "merchant_id": "vZ2t8LtAEeqw3FFH06yU0w",
7            "url": "https://www.grubhub.com/restaurant/noodle-world-1935-s-atlantic-blvd-monterey-park/2249885",
8            "name": "Noodle World",
9            "logo": "https://res.cloudinary.com/grubhub/image/upload/v1505314786/xvtxngssf4xlwy2e9tbm.png",
10            "description": null,
11            "rating": {
12                "count": 428,
13                "value": "4",
14                "actual_value": 4.8937529313265244
15            },
16            "cuisines": [
17                "Noodles",
18                "Bubble Tea",
19                "Coffee and Tea",
20                "Ramen",
21                "Salads",
22                "Thai"
23            ],
24            "address": {
25                "street": "1935 S Atlantic Blvd",
26                "city": "Monterey Park",
27                "state": "CA",
28                "postal_code": "91754",
29                "latitude": "34.04156112",
30                "longitude": "-118.14218903"
31            },
32            "phone": "3238819898",
33            "delivery": {
34                "available": true,
35                "minimum": 0,
36                "fee": 0,
37                "time_estimate": {
38                    "min": 35,
39                    "max": 50
40                }
41            },
42            "price_rating": 3,
43            "is_open": true,
44            "next_closed_at": "2025-02-23T05:15:00.000Z"
45        },
46        "menu_items": [
47            {
48                "id": "20522860837",
49                "name": "46. Noodle & Soup.",
50                "description": "",
51                "price": 9.99,
52                "category": "Vietnamese Noodle Soup.",
53                "available": true,
54                "image": null
55            },
56            {
57                "id": "20522860500",
58                "name": "40. Noodle World Pho.",
59                "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.",
60                "price": 14.99,
61                "category": "Vietnamese Noodle Soup.",
62                "available": true,
63                "image": {
64                    "url": "https://media-cdn.grubhub.com/image/upload/wvi4xqrisdmlfwqrwiw1.jpg",
65                    "format": "jpg"
66                }
67            },
68            {
69                "id": "20522860425",
70                "name": "79. Noodle World Spaghetti.",
71                "description": "Shrimp, squid mussels, imitation crab meat and spaghetti sautéed with garlic, vegetables, Thai Basil and chili.",
72                "price": 16.99,
73                "category": "Wok Noodles.",
74                "available": true,
75                "image": {
76                    "url": "https://media-cdn.grubhub.com/image/upload/vbdrl4tgsfbph3frmxqg.jpg",
77                    "format": "jpg"
78                }
79            },
80            {
81                "id": "20522860763",
82                "name": "85. Singapore Noodles.",
83                "description": "Shrimp and BBQ Pork wok fried with onions, green onions, eggs, curry powder, bean sprouts and rice vermicelli.",
84                "price": 16.49,
85                "category": "Wok Noodles.",
86                "available": true,
87                "image": {
88                    "url": "https://media-cdn.grubhub.com/image/upload/eyrpmetcoa7qhrwor1zk.jpg",
89                    "format": "jpg"
90                }
91            },
92            {
93                "id": "20522860891",
94                "name": "84. Garlic Noodles.",
95                "description": "Chicken, Japanese egg noodles, white mushrooms, shiitake mushrooms, corn, peas, butter, garlic, parmesan cheese.",
96                "price": 15.49,
97                "category": "Wok Noodles.",
98                "available": true,
99                "image": {
100                    "url": "https://media-cdn.grubhub.com/image/upload/c9rrvukj662xvoyfjsjl.jpg",
101                    "format": "jpg"
102                }
103            },
104            {
105                "id": "20522860482",
106                "name": "79. Noodle World Spaghetti.",
107                "description": "Shrimp, squid mussels, imitation crab meat and spaghetti sautéed with garlic, vegetables, Thai Basil and chili.",
108                "price": 16.99,
109                "category": "Wok Noodles.|72. RAD NAH|73. PAD SEE YOU|75. DRUNKEN NOODLE|77. CHOW MEIN|80. SPAGHETTI",
110                "available": true,
111                "image": {
112                    "url": "https://media-cdn.grubhub.com/image/upload/vbdrl4tgsfbph3frmxqg.jpg",
113                    "format": "jpg"
114                }
115            },
116            {
117                "id": "20522860886",
118                "name": "17. Noodle World Salad.",
119                "description": "Boneless Thai BBQ chicken, mixed greens, cucumber, carrots, onion and tofu, tossed with sesame ginger dressing. ",
120                "price": 14.29,
121                "category": "Salads.",
122                "available": true,
123                "image": {
124                    "url": "https://media-cdn.grubhub.com/image/upload/vs9gkmhdtvqyknyokhou.jpg",
125                    "format": "jpg"
126                }
127            },
128            {
129                "id": "20522860407",
130                "name": "20. Noodle World Tom Yum.",
131                "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.",
132                "price": 14.99,
133                "category": "Thai Noodle Soups.",
134                "available": true,
135                "image": {
136                    "url": "https://media-cdn.grubhub.com/image/upload/xqcbunfupyc9zaxmrjvd.jpg",
137                    "format": "jpg"
138                }
139            },
140            {
141                "id": "22771615871",
142                "name": "30. House Noodles.",
143                "description": "Chicken, shrimp, ground pork, fish ball, and fish cakes. Served with bean sprouts, green onions, and cilantro with egg noodles.",
144                "price": 14.29,
145                "category": "Chinese Noodle Soup.",
146                "available": true,
147                "image": {
148                    "url": "https://media-cdn.grubhub.com/image/upload/acey0ewn6lmnwswvniv6.png",
149                    "format": "png"
150                }
151            },
152            {
153                "id": "20522860412",
154                "name": "35. Chicken Noodles.",
155                "description": "Chicken slices, bean sprouts, green onions, and cilantro",
156                "price": 13.99,
157                "category": "Chinese Noodle Soup.",
158                "available": true,
159                "image": {
160                    "url": "https://media-cdn.grubhub.com/image/upload/w1xgiu6laln0fedm5fbk.jpg",
161                    "format": "jpg"
162                }
163            }
164        ]
165    },
166    ...
167]

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