Prompt
Can you recommend an OCR API for scanned PDFs that need structured JSON output?
Latest observation
Oct 11, 2026
OpenAI APIWeb search: off
Yes — for scanned PDFs with structured JSON output, I’d recommend one of these OCR/document-extraction APIs depending on your needs:
Best overall for structured JSON
Google Document AI
- Very strong OCR on scanned PDFs
- Built for document parsing, not just text extraction
- Can return structured fields and JSON-like output
- Good for forms, invoices, receipts, IDs, and general documents
Strong enterprise option
Azure Document Intelligence (formerly Form Recognizer)
- Excellent OCR + layout extraction
- Produces structured JSON with bounding boxes, tables, key-value pairs, and confidence scores
- Good if you want a flexible API and Microsoft ecosystem integration
Good developer-friendly option
Amazon Textract
- Great for scanned PDFs, forms, and tables
- Returns structured JSON directly
- Especially useful if you need tables/key-value extraction at scale
Best for custom document understanding
Mindee
- Very easy API
- Good structured extraction for specific document types
- Nice developer experience, but less general-purpose than Google/Azure/AWS
Best if you want a simple “upload PDF → get JSON”
Veryfi
- Fast setup
- Strong for receipts, invoices, expense docs
- Structured JSON output out of the box
My quick recommendation
- General scanned PDFs + structured output: Google Document AI
- Forms/tables and Microsoft stack: Azure Document Intelligence
- AWS-native workloads: Amazon Textract
- Invoices/receipts with minimal setup: Veryfi or Mindee
What to look for
When comparing APIs, make sure they support:
- Scanned PDF input
- OCR on multipage docs
- Table extraction
- Key-value / field extraction
- Confidence scores
- JSON output with coordinates
- Batch processing / async jobs for large PDFs
If you want, I can also give you:
- a side-by-side comparison table, or
- a recommendation based on your document type (invoices, contracts, forms, medical, etc.).