Prompt

What OCR API gives structured output instead of plain text?

Artificial Intelligence / Computer Vision1 observationLast seen Oct 11, 2026

Latest observation

Oct 11, 2026OpenAI APIWeb search: off

If you want structured OCR output instead of just raw text, look for APIs that return things like bounding boxes, confidence scores, pages/blocks/lines/words, tables, and key-value pairs.

Good options:

  • Google Cloud Vision OCR
    Returns structured text annotations with page/paragraph/word/symbol hierarchy and bounding boxes.

  • AWS Textract
    Very strong for structure. Returns text plus forms, tables, key-value pairs, selection elements, and geometry.

  • Azure AI Vision / Document Intelligence
    Gives structured layout, lines, words, tables, and can extract fields from documents.

  • ABBYY Cloud OCR SDK / Vantage
    Enterprise-focused, strong structured document extraction.

  • Mindee / Veryfi / Nanonets
    Good for specific document types like invoices, receipts, IDs, etc., with structured JSON output.

If you want the most structured general-purpose OCR, AWS Textract and Azure Document Intelligence are usually the best choices.

If you want, I can also recommend the best one based on your document type:

  • scanned PDFs
  • receipts/invoices
  • forms
  • handwriting
  • IDs/passports

Observation history

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