Document Ingestion

Structured Extraction

Turn webpages into structured data your application can use. Define the fields you need, provide your URLs, and receive JSON shaped for your workflow.

Schema-based JSONMultiple URLsExtraction instructions

Capabilities

Structured Extraction Features

Extract fields from webpages using a schema and instructions for downstream workflows.

Your schema

Define the fields and types your downstream workflow expects.

Extraction instructions

Describe what to extract and clarify how fields should be interpreted.

Multiple URLs

Submit webpages together for repeatable extraction across a set of URLs.

Structured results

Retrieve JSON fields for analysis, enrichment, and application workflows.

Run visibility

Follow processing status and inspect failures before consuming results.

Developer access

Create extraction runs and read their results through the REST API or TypeScript and Python SDKs.

FAQ

Frequently Asked Questions

Practical answers to help you get started.

Retrieval finds passages relevant to a query. Extraction turns webpage content into fields that match a schema, such as a product name, price, or availability.

No. Source indexing prepares content for search. Extraction is a separate run that produces structured fields from the supplied webpages.

Extraction runs process asynchronously. Check the run status, then retrieve its results through the API or SDK. Inspect errors and validate output for your application before using it.

Get Started With Structured Extraction

Connect Bulkgrid to your workflow and put trusted source content to work.

Get Started