Consumer spending datasets

Enhance business performance by leveraging consumer spending datasets.

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  • Available as a custom dataset request
  • Get accurate consumer spending data
  • 100% compliant scraping
consumer spending datasets
                              {
  "type": "object",
  "fields": {
    "consumer_spending": {
      "type": "array",
      "active": true,
      "items": {
        "type": "object",
        "fields": {
          "spending_category": {
            "type": "text",
            "active": true,
            "sample_value": "Groceries"
          },
          "region": {
            "type": "text",
            "active": true,
            "sample_value": "Northeast USA"
          },
          "average_expenditure": {
            "type": "number",
            "active": true,
            "sample_value": 300,
            "unit": "USD"
          },
          "frequency_of_purchases": {
            "type": "number",
            "active": true,
            "sample_value": 8,
            "unit": "times per month"
          },
          "demographics": {
            "type": "object",
            "active": true,
            "fields": {
              "age_group": {
                "type": "text",
                "active": true,
                "sample_value": "25-34"
              },
              "income_group": {
                "type": "text",
                "active": true,
                "sample_value": "50,000-75,000 USD"
              },
              "gender_distribution": {
                "type": "object",
                "fields": {
                  "male": {
                    "type": "number",
                    "active": true,
                    "sample_value": 45,
                    "unit": "percent"
                  },
                  "female": {
                    "type": "number",
                    "active": true,
                    "sample_value": 55,
                    "unit": "percent"
                  }
                }
              }
            }
          },
          "purchase_channels": {
            "type": "object",
            "active": true,
            "fields": {
              "online": {
                "type": "number",
                "active": true,
                "sample_value": 40,
                "unit": "percent"
              },
              "in_store": {
                "type": "number",
                "active": true,
                "sample_value": 60,
                "unit": "percent"
              }
            }
          },
          "year": {
            "type": "text",
            "active": true,
            "sample_value": "2023"
          },
          "report_link": {
            "type": "url",
            "active": true,
            "sample_value": "https://consumerdata.example.com/spending/northeast-usa/2023"
          }
        }
      }
    },
    "related_statistics": {
      "type": "object",
      "active": true,
      "fields": {
        "total_average_expenditure": {
          "type": "number",
          "active": true,
          "sample_value": 450
        },
        "average_expenditure_per_age_group": {
          "type": "object",
          "fields": {
            "18-24": {
              "type": "number",
              "sample_value": 200
            },
            "25-34": {
              "type": "number",
              "sample_value": 300
            },
            "35-44": {
              "type": "number",
              "sample_value": 400
            },
            "45-54": {
              "type": "number",
              "sample_value": 500
            },
            "55+": {
              "type": "number",
              "sample_value": 600
            }
          }
        }
      }
    },
    "source_url": {
      "type": "url",
      "required": true,
      "active": true,
      "sample_value": "https://consumerdata.example.com"
    }
  }
}
                              
                            

Consumer spending 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 Consumer Spending dataset may include data points such as spending category, region, average expenditure, frequency of purchases, and demographic breakdowns such as age and income group.
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

Consumer spending 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 Consumer spending data

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.

How companies use Consumer spending datasets

Market analysis

Spot emerging trends in consumer spending patterns and preferences by analyzing consumer spending datasets. Capitalize on these opportunities to drive business growth.
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Consumer analysis

Discover your ideal customer profile based on spending behavior, preferences, and demographics. Engage with your target audience effectively with targeted marketing campaigns.
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Boost sales

Tailor your marketing strategies to boost customer acquisition and retention by analyzing consumer spending datasets.
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Get your Consumer spending dataset today.