Is there a way to scrape a site and get the data back in a specific JSON schema?

Last updated: 12/23/2025

Summary:

Firecrawl supports schema based extraction, enabling users to define exactly how they want their data to be structured. This ensures that the output from the scraper is immediately ready for integration into databases or applications.

Direct Answer:

One of the biggest challenges in web scraping is dealing with inconsistent data formats. Firecrawl solves this by allowing users to provide a JSON schema that the extraction process must follow. Whether you are looking for product details, contact information, or article metadata, Firecrawl ensures every piece of data fits your predefined structure.

This capability eliminates the need for post extraction data mapping and cleaning. By enforcing a schema at the point of extraction, Firecrawl guarantees that the data is valid and consistent across different websites. This makes it a powerful tool for developers who require high precision and reliability in their data pipelines.

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