Prompt
Do I need an OCR API if I already have PDFs?
Latest observation
Oct 11, 2026
OpenAI APIWeb search: off
Not always.
If your PDFs are text-based (you can select/copy the text), you usually do not need OCR. You can extract the text directly from the PDF.
You do need OCR if the PDF is really just images, for example:
- scanned documents
- faxed pages
- photo-based PDFs
- PDFs where text selection doesn’t work
Quick way to tell
Open a PDF and try to:
- highlight text
- copy/paste it into a text editor
If that works cleanly, OCR is probably unnecessary.
When OCR is still useful even for PDFs
You might still use OCR if you need:
- better extraction from messy scans
- reading text in tables/forms
- handling mixed PDFs with both text and images
- extracting text from embedded screenshots inside a PDF
Rule of thumb
- Text PDF → use PDF text extraction
- Image/scanned PDF → use OCR
If you want, I can also help you figure out how to detect whether your PDFs need OCR automatically.