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Program Data

List Extraction

Use an array in your schema when the page contains repeated items.

Page Summary + Q&A

Brand Enrichment

Combined Workflow

Reliability Tips

  • Keep json_schema focused on fields visible on the page.
  • Use instructions for normalization rules, not for unrelated business logic.
  • Split very large pages into scrape/search workflows when extraction output gets too large.
  • Treat structured_data as the only structured extraction result field.

Extract API

Main guide and response contract.

Errors & Refunds

Error codes and refund behavior.