Grubhub Datasets
Leverage our Grubhub dataset to refine your strategies and uncover emerging trends in restaurant offerings and customer preferences
- Available as a custom dataset request
- Get accurate data you can rely on
- 100% compliant scraping
{
"type": "object",
"fields": {
"restaurant_records": {
"type": "array",
"active": true,
"items": {
"type": "object",
"fields": {
"restaurant_id": {
"type": "text",
"active": true,
"sample_value": "R12345"
},
"restaurant_name": {
"type": "text",
"active": true,
"sample_value": "Joe's Pizza"
},
"cuisine_type": {
"type": "text",
"active": true,
"sample_value": "Italian"
},
"location": {
"type": "text",
"active": true,
"sample_value": "123 Main St, New York, NY"
},
"menu": {
"type": "array",
"active": true,
"items": {
"type": "object",
"fields": {
"item_id": {
"type": "text",
"active": true,
"sample_value": "M123"
},
"item_name": {
"type": "text",
"active": true,
"sample_value": "Pepperoni Pizza"
},
"item_description": {
"type": "text",
"active": true,
"sample_value": "Classic pepperoni pizza with tomato sauce and mozzarella cheese."
},
"price": {
"type": "number",
"active": true,
"sample_value": 12.99
},
"calories": {
"type": "number",
"active": true,
"sample_value": 300
}
}
}
},
"average_rating": {
"type": "number",
"active": true,
"sample_value": 4.5
},
"number_of_reviews": {
"type": "number",
"active": true,
"sample_value": 250
},
"delivery_time_minutes": {
"type": "number",
"active": true,
"sample_value": 30
},
"delivery_fee": {
"type": "number",
"active": true,
"sample_value": 3.99
},
"promotions": {
"type": "array",
"active": true,
"items": {
"type": "text",
"sample_value": "10% off orders over $20"
}
},
"special_instructions": {
"type": "text",
"active": true,
"sample_value": "Leave at door, please."
},
"hours_of_operation": {
"type": "object",
"active": true,
"fields": {
"monday": {
"type": "text",
"sample_value": "10:00 AM - 10:00 PM"
},
"tuesday": {
"type": "text",
"sample_value": "10:00 AM - 10:00 PM"
}
//... and so on for other days
}
}
}
}
},
"last_updated": {
"type": "date",
"active": true,
"sample_value": "2023-10-20"
},
"url": {
"type": "url",
"required": true,
"active": true,
"sample_value": "https://example.com/grubhub_data"
}
}
}
Grubhub dataset sample
Automated dataset creation platform
-
Initial setup
Add the URLs of your target website.
-
Sample creation
Get AI-generated schema and sample. Set up validation rules.
-
Proof of concept
The scraper is built based on schema and validation rules.
-
Data collection & delivery
Data is collected and delivered.
Custom Dataset Pricing
- AI-Generated schema & sample
- Control over data validation
- Real-time product quantity est.
- Daily, Weekly, Monthly, Custom
Grubhub datasets tailored to your needs
Data subscription
Subscribe to access datasets at a significantly reduced cost.
File output formats
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz compression.
Flexible delivery
Snowflake, Amazon S3 bucket, Google Cloud, Azure, and SFTP.
Scalable data
Scale without worrying about infra, proxy servers, or blocks.
Cost savings
Customize any dataset using filters and formatting options.
Code maintenance
Datasets are maintained based on website structure changes.
Simplified integrations
Benefit from integrations with Snowflake and AWS.
24/7 support
A dedicated team of data professionals is here to help.
Leaders in compliance
Data is ethically obtained and compliant with all privacy laws.
Get structured and reliable Grubhub data
We’ll provide the data while you focus on the rest
High-volume web data
With our unblocking capabilities and round-the-clock IP rotation we ensure access to all data points on a website.
Data for immediate use
Every aspect of the data collection process is thoroughly validated as part of our robust data validation process.
Automated data flow
Create custom schedules to automate data delivery and watch the data flow seamlessly into your storage.
How companies use Grubhub datasets
Competitive Benchmarking
Market Analysis and Segmentation
Demand Forecasting
Get your Grubhub data today.
Grubhub Dataset FAQs
What data is included in the Grubhub dataset?
We will create a custom Grubhub dataset focusing on publicly available data points tailored to your specific requirements. Data points may include restaurant names, menu items, prices, ratings, reviews, delivery times, categories, and more.
Can I get updates for my purchased Grubhub dataset?
Yes, you can get updates to your Grubhub dataset on a daily, weekly, monthly, or custom basis.
Can I purchase a subset of the Grubhub dataset?
Yes, you can purchase a Grubhub subset that will include only the data points you need. By purchasing a subset, cost is reduced substantially.
In what format will I receive the Grubhub dataset?
You can choose one of the following formats: JSON, ndJSON, CSV, or XLSX.
Can I scrape Grubhub public data by myself?
If you don’t want to purchase a dataset, you can start scraping Grubhub data using our Grubhub scraper.
Can I get a data sample?
Yes, you can request sample data to evaluate the quality and relevance of the information provided. This is a great way to ensure it meets your needs before committing to a full dataset.
Can I request specific data points from the Grubhub dataset?
Yes, you can request specific data points from the Grubhub dataset tailored to your unique needs, ensuring you receive precisely the information you require for your projects.
Is it possible to integrate the Grubhub dataset directly into my existing systems?
Absolutely, the Grubhub dataset offers seamless API integration, allowing you to effortlessly integrate the data into your CRM, analytics tools, or any other systems you use, streamlining your operations.
How Grubhub datasets can help me?
Leverage our Grubhub dataset for diverse applications to improve business strategies and market insights. Analyzing this dataset can facilitate an understanding of customer preferences and trends within the food delivery industry, empowering organizations to refine restaurant offerings and marketing strategies. Access the entire dataset or customize a subset to align with your specific needs.
Popular use cases include optimizing restaurant selections based on customer preferences, conducting detailed market analysis and segmentation, and identifying and predicting emerging trends in food delivery and customer behavior.