Instacart Datasets

Leverage our Instacart dataset to refine your strategies and uncover emerging trends in grocery shopping and customer preferences

  • Available as a custom dataset request
  • Get accurate data you can rely on
  • 100% compliant scraping
Get dataset
Instacart datasets hero image
                              {
  "type": "object",
  "fields": {
    "products": {
      "type": "array",
      "active": true,
      "items": {
        "type": "object",
        "fields": {
          "product_id": {
            "type": "text",
            "active": true,
            "sample_value": "234567"
          },
          "product_name": {
            "type": "text",
            "active": true,
            "sample_value": "Organic Fuji Apples"
          },
          "brand": {
            "type": "text",
            "active": true,
            "sample_value": "Instacart Organic"
          },
          "category": {
            "type": "text",
            "active": true,
            "sample_value": "Fruits & Vegetables"
          },
          "subcategory": {
            "type": "text",
            "active": true,
            "sample_value": "Apples"
          },
          "price": {
            "type": "number",
            "active": true,
            "sample_value": 3.99
          },
          "currency": {
            "type": "text",
            "active": true,
            "sample_value": "USD"
          },
          "in_stock": {
            "type": "boolean",
            "active": true,
            "sample_value": true
          },
          "store": {
            "type": "text",
            "active": true,
            "sample_value": "Whole Foods Market"
          },
          "store_location": {
            "type": "text",
            "active": true,
            "sample_value": "San Francisco, CA"
          },
          "rating": {
            "type": "number",
            "active": true,
            "sample_value": 4.5
          },
          "rating_count": {
            "type": "number",
            "active": true,
            "sample_value": 350
          },
          "product_url": {
            "type": "url",
            "active": true,
            "sample_value": "https://instacart.com/products/234567"
          }
        }
      }
    },
    "related_products": {
      "type": "array",
      "active": true,
      "items": {
        "type": "object",
        "fields": {
          "related_product_id": {
            "type": "text",
            "active": true,
            "sample_value": "234568"
          },
          "related_product_name": {
            "type": "text",
            "active": true,
            "sample_value": "Organic Gala Apples"
          },
          "related_product_url": {
            "type": "url",
            "active": true,
            "sample_value": "https://instacart.com/products/234568"
          }
        }
      }
    },
    "source_url": {
      "type": "url",
      "required": true,
      "active": true,
      "sample_value": "https://instacart.com"
    }
  }
}
                              
                            

Instacart dataset sample

Choose from fully managed or self-managed datasets. Fully managed datasets offer a hands-off experience and are managed by our partners. Self-managed custom datasets allow you to set up the project and define validation rules. The Instacart dataset may include data points such as product name, category, brand, price, in-stock status, and ratings.
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.

Custom Dataset Pricing

CUSTOM DATASET
Subscription
Starting from
$300/month
One time
Starting from
$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

Instacart datasets tailored to your needs

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

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 Instacart 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 Instacart datasets

Competitive Benchmarking

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

Market Analysis and Segmentation

Utilize the Instacart dataset to analyze market trends and customer preferences for different product categories and store types.
Get dataset
competitor analysis

Content Forecasting

Predict future product demand and customer preferences based on historical data, helping to optimize inventory planning and marketing strategies.
Get dataset
track trends

Get your Instacart data today.

Instacart Dataset FAQs

We will create a custom Instacart dataset focusing on publicly available data points tailored to your specific requirements. Data points may include product names, prices, descriptions, ratings, reviews, availability, and store locations.

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

Yes, you can purchase a Instacart 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 Instacart data using our Instacart 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 Instacart dataset tailored to your unique needs, ensuring you receive precisely the information you require for your projects.

Absolutely, the Instacart 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 Instacart 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 grocery shopping industry, empowering organizations to refine product offerings and marketing strategies. Access the entire dataset or customize a subset to align with your specific needs.

Popular use cases include optimizing product selections based on customer preferences, conducting detailed market analysis and segmentation, and identifying and predicting emerging trends in grocery shopping and customer behavior.