How to Extract Text from Receipts

By ScanText Team · 5 min read · 2026-09-03

Receipts contain structured information—merchant name, date, line items, subtotal, tax, and total—but because the text is printed on thermal paper or captured as a photo, it cannot be copied directly. OCR lets you extract all of those details digitally.

Expense records

Extracting receipt data digitally helps with expense reporting, budget tracking, and tax preparation. Instead of manually typing each receipt, the OCR tool reads the information in seconds.

Merchant information

Store name, address, and contact details are typically at the top of the receipt. OCR extracts them so you can categorize expenses by vendor.

Dates

Receipt dates are critical for expense tracking. OCR reads the date line, though formats vary by region and merchant.

Totals

The total, subtotal, and tax amounts are usually at the bottom of the receipt. These are often the most important values to verify against the original image.

Product information

Line items including product names, quantities, and per-item prices are listed in the body. OCR reads each line, but small thermal-print text can be tricky.

Capturing tips

• Place the receipt on a dark, flat surface with even lighting.
• Avoid flash glare on glossy thermal paper.
• Capture the entire receipt in sharp focus.
• Use a high-resolution photo so small prices remain readable.

Accuracy considerations

Receipts often use small, faded thermal printing. Always check totals, prices, and dates against the original image before entering them into financial records.

Try receipt to text

Frequently asked questions

• Can OCR recognize prices on receipts? Yes, when the receipt is clear and well lit.
• Can I extract the total from a receipt? Yes, the tool reads all visible text including the total line.
• What image quality works best? Use even lighting, avoid glare, and keep the full receipt in frame.
• Is this free? Yes, receipt OCR runs in your browser with no account required.

Upload a clear photo of your receipt and extract the text for expense tracking.

Extract text from your receipt

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