Marketplace data delivery

Receive Bright Data Marketplace datasets in JSON, NDJSON, CSV, XLSX or Parquet via email, API, webhooks or cloud destinations like S3 and Snowflake.

Once you purchase or subscribe to a dataset, Bright Data delivers it directly to your preferred destination. Choose from 9 delivery methods and 5 output formats to fit your existing infrastructure and workflow.

Output formats

Datasets are available in the following formats:

Format	Description
JSON	Standard structured format
NDJSON	Newline-delimited JSON, ideal for streaming
CSV	Spreadsheet-compatible format
XLSX	Microsoft Excel format
Parquet	Columnar format optimized for analytics

You can also receive data in compressed (gzip) format to reduce file size.

Which delivery methods are supported

Choose how and where your data is delivered:

Method	Description
Email	Receive datasets directly in your inbox
API download	Download via the Bright Data API using a snapshot ID
Webhook	Get data pushed to your endpoint automatically
Amazon S3	Deliver directly to your S3 bucket
Google Cloud Storage	Deliver to your GCS bucket
Google Cloud Pub/Sub	Stream data via GCP Pub/Sub
Microsoft Azure	Deliver to your Azure Blob Storage container
Snowflake	Load directly into your Snowflake data warehouse
SFTP	Deliver via secure file transfer protocol

How to set up delivery

1. Open My Datasets

   After purchasing a dataset, go to Control Panel → My Datasets.

2. Open Delivery Settings

   Select your dataset and click Delivery Settings.

3. Choose method and format

   Pick your preferred delivery method and output format.

4. Configure credentials

   Enter the destination credentials (bucket name, webhook URL, SFTP host, and so on).

5. Save

   Click Save. Your data is delivered automatically on each refresh.

Related

• Purchase options
• Pricing
• Filter dataset by API