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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
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Grubhub dataset hero image
ДОВЕРЯЮТ 20 000+ КЛИЕНТОВ ПО ВСЕМУ МИРУ
ДОВЕРЯЮТ 20 000+ КЛИЕНТОВ ПО ВСЕМУ МИРУ
                              {
  "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

Choose from fully managed or self-managed Grubhub datasets. Fully managed datasets provide an effortless experience with data maintained by our partners, while self-managed datasets allow you to customize project setup and validation rules. The Grubhub dataset may include data points such as restaurant name, cuisine type, menu items, pricing, ratings, delivery times, and more.
THE PROCESS

Automated dataset creation platform

Streamline your data-collection process so you can focus on what matters.

  1. Initial setup

    Add the URLs of your target website.

  2. Sample creation

    Get AI-generated schema and sample. Set up validation rules.

  3. Proof of concept

    The scraper is built based on schema and validation rules.

  4. Data collection & delivery

    Data is collected and delivered.

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Custom Dataset Pricing

CUSTOM DATASET
Subscription
Начиная с
$300/month
One time
Начиная с
$1,000
Proof of Concept
One time
$500
  • AI-Generated schema & sample
  • Control over data validation
  • Real-time product quantity est.
  • Daily, Weekly, Monthly, Custom
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Grubhub datasets tailored to your needs

Get easy to use, well-structured datasets for any use case

Подписка

Различные форматы вывода файлов

Наборы данных в формате JSON, ndJSON, CSV или Excel

Несколько вариантов доставки

Масштабируемые данные

Масштабирование без беспокойства об инфраструктуре, прокси-серверах или блоках

Настраиваемые поля вывода

Определите настраиваемые поля вывода для удовлетворения конкретных бизнес-требований

Обслуживание кода

Масштабирование данных

Определение серверов для обработки большого количества запросов данных

Поддержка 24/7

Управление сбором ваших данных персональным менеджером по работе с клиентами

Обеспечение качества данных

Гарантия надежности и точности данных для принятия более эффективных решений

Get structured and reliable Grubhub data

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Мы предоставим данные, а вы сфокусируйтесь на остальном

Большой объем веб-данных

Благодаря нашим возможностям разблокировки и ротации IP-адресов 24/7 мы обеспечиваем доступ ко всем точкам данных на веб-сайте.

Данные для мгновенного использования

Каждый аспект процесса сбора данных тщательно проверяется в рамках нашего надежного процесса проверки данных.

Беспрепятственный поток данных

Создавайте настраиваемые расписания для автоматизации доставки данных и наблюдайте за их неограниченным потоком в хранилище.

How companies use Grubhub datasets

Competitive Benchmarking

Compare restaurant popularity, customer engagement, and performance across competitors to identify areas for improvement and strategic advantage.
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perform competitive analysis

Market Analysis and Segmentation

Utilize the Grubhub dataset to analyze market trends and customer preferences for different restaurant types and menu categories.
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competitor analysis

Demand Forecasting

Predict future customer demand and preferences based on historical data, helping to optimize restaurant offerings and marketing strategies.
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track trends
Trustpilot

Get your Grubhub data today.

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Grubhub Dataset FAQs

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.

Yes, you can get updates to your Grubhub dataset on a daily, weekly, monthly, or custom basis.

Yes, you can purchase a Grubhub subset that will include only the data points you need. By purchasing a subset, cost is reduced substantially.

You can choose one of the following formats: JSON, ndJSON, CSV, or XLSX.

If you don’t want to purchase a dataset, you can start scraping Grubhub data using our Grubhub scraper.

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.

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.

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.

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.