Prompt
I'm building an app that needs OCR and text extraction from PDFs, what AI API should I use?
Latest observation
Oct 8, 2026
OpenAI APIWeb search: off
If your app needs OCR + text extraction from PDFs, the best choice depends on whether you want:
- Pure OCR / document parsing
- AI-powered understanding of scanned or messy documents
- The simplest developer experience
Good options
1) Google Cloud Vision / Document AI
Best for:
- High-quality OCR
- Structured document extraction
- Forms, invoices, receipts, IDs, tables
Why use it:
- Very strong OCR accuracy
- Document AI can extract fields and layout, not just plain text
- Great for production document pipelines
2) AWS Textract
Best for:
- OCR from scanned PDFs
- Forms and tables extraction
- AWS-native workflows
Why use it:
- Good at structured extraction
- Useful if your infrastructure is already on AWS
- Handles multi-page documents well
3) Azure AI Document Intelligence
Best for:
- OCR + form/document extraction
- PDFs, scans, business docs
- Fast integration in Microsoft environments
Why use it:
- Strong layout and key-value extraction
- Good enterprise tooling
- Works well for many common document types
4) OpenAI API with vision / document understanding
Best for:
- Interpreting document content after OCR
- Extracting meaning, summarizing, classifying
- Handling messy, mixed-format docs
Important note:
- OpenAI is great for understanding extracted text or images of documents
- For deterministic OCR and layout extraction, dedicated OCR/document APIs are usually better
- A common pattern is: OCR tool first, then OpenAI for reasoning/extraction
My recommendation
If your app is mainly about PDF OCR and text extraction, start with:
- Google Document AI if you want the strongest overall document parsing
- AWS Textract if you’re on AWS
- Azure Document Intelligence if you’re in Microsoft/Azure environments
If you also need:
- summarization
- classification
- entity extraction
- custom document Q&A
then combine the OCR service with OpenAI.
Simple decision rule
- Need raw OCR from PDFs? → Google/AWS/Azure document OCR APIs
- Need to understand the content after OCR? → OpenAI
- Need both? → OCR API + OpenAI together
If you want, I can also give you:
- a side-by-side comparison table
- the best API for your exact use case
- or a sample architecture for processing PDFs end-to-end.