OCR for Receipts: Turn Paper Receipts into Searchable Text

Receipts pile up because nobody wants to retype the amounts. OCR removes that barrier: scan the receipt, extract the text, and name the file with what you will search for later.

The receipt workflow

  1. Photograph the receipt flat with even lighting; thermal paper fades, so capture it early.
  2. Run OCR to extract the text — vendor, date and amount.
  3. Name the file: "2026-08-16 - office supplies - 42.50".
  4. File it under the project or expense category it belongs to.

On-device vs cloud OCR

Cloud OCR sends each receipt photo to a server. On-device OCR keeps the image and the text on your phone, which is the simpler privacy default for expenses and reimbursements. Either way, verify amounts — OCR reads characters, it does not understand receipts.

An app I built for this

Private Text Scanner is an offline OCR app for Android: free daily allowance, rewarded ads for extra scans, and a one-time purchase for unlimited scanning (no subscription). No account required; recognition runs on the device. I am the developer of Private Text Scanner.

Private Text Scanner on Google Play

This guide is a personal expense workflow; it is not tax or accounting advice.