Receipt & Invoice OCR - Extract Line Items, Totals & Vendor Data

Upload a photo or scan of any receipt or invoice and get vendor name, date, line items, taxes, and totals extracted as structured data in seconds. Export as CSV, JSON, or plain text.

OCR Receipt View Pricing
Scans & photos supported Column & table extraction Editable text output
forgefile.com Receipt OCR

Receipt OCR workflow

Ocr
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Formatting preserved JPG, PNG, PDF
99% OCR accuracy
Multi-layout Workflow quality controls
GDPR Secure private processing

Definition

What is Receipt OCR?

Upload a photo or scan of any receipt or invoice and get vendor name, date, line items, taxes, and totals extracted as structured data in seconds. Export as CSV, JSON, or plain text.

OCR extraction preview

Receipt OCR extraction preview

Extract clean, selectable text from scans, images and receipts with table structure and formatting preserved.

Scan / Image SCAN
Scanned brochure or sheet
Extracted Text DOCX
Product Specification Sheet
Dimensions, features, and technical specifications.
Structured editable text
  • Receipts & Invoices
  • Line Items Extracted
  • Results in Seconds
  • Secure & Private

Why Finance Teams & Freelancers Choose ForgeFile for Receipt OCR

Manually keying receipt and invoice data wastes time and introduces errors. ForgeFile's receipt OCR automatically identifies and extracts all key fields from any receipt or invoice photo - vendor name, date, line items, quantities, prices, tax, subtotal, and total - and delivers the data in a structured, exportable format.

What Data Is Extracted from Receipts?

  • Vendor / merchant name and address
  • Transaction date and time
  • Line items - description, quantity, unit price, and total per line
  • Subtotal, tax amount, and grand total
  • Payment method (cash, card, etc. where printed)
  • Invoice number / PO reference

Who Uses Receipt OCR?

  • Finance & Accounting Teams - Digitize paper expenses and invoices for processing in accounting software.
  • Business Travelers - Capture receipt data from hotel, restaurant, and transport receipts for reimbursement.
  • Self-Employed & Freelancers - Digitize and categorize business expense receipts for tax filing.
  • Bookkeepers - Process batches of client receipts and invoices quickly without manual data entry.

Why Choose ForgeFile for Receipt OCR?

  • Structured data output - Data returned as CSV or JSON - ready for import into accounting or ERP systems.
  • All receipt types - Paper receipts, printed invoices, thermal receipts, restaurant bills, and email invoice printouts.
  • Photo & scan support - Mobile phone photos, flatbed scans, and PDF invoices all accepted.
  • Multiple currencies - Currency symbols recognized for major currencies.
  • Secure & private - Files are encrypted in transit and at rest.

To see how OCR engines recognize printed text on receipts and forms, see the open-source Tesseract OCR documentation.

How to Extract Data from Receipts in 4 Steps

  1. 1

    Upload Your Receipt or Invoice

    Take a photo or scan of your receipt, invoice, or bill and upload as JPG, PNG, PDF, or HEIC. Crumpled, faded, or hand-written receipts are also processed.

  2. 2

    Select OCR Provider

    Choose from Google Cloud Vision, Azure, or other providers. For receipts with poor quality, premium providers deliver higher accuracy.

  3. 3

    AI Extracts Text from the Receipt

    ForgeFile reads line items, prices, totals, dates, vendor names, tax amounts, and payment details from the receipt image. Tables and columnar data are extracted correctly.

  4. 4

    Download or Copy Extracted Text

    Download the extracted text as TXT or structured JSON. Use it for expense reports, accounting software, or reimbursement workflows.

Technical specifications

Receipt OCR technical specifications

Service Category OCR Text Recognition
Target Format / Capability Receipt OCR
Structure & Layout Editable text from scans and images
Maximum File Size The maximum file size depends on your plan.
Security Files are encrypted in transit and at rest.
Supported Languages / Locales Multilingual global support
Export & Delivery Formats DOCX, TXT, PDF, JSON

Receipt OCR FAQ

What types of receipts and invoices are supported?

Paper retail receipts, restaurant bills, thermal receipts, printed B2B invoices, hotel folios, and PDF invoice printouts. Both photo uploads and scanned PDFs are accepted.

What data fields are extracted?

Vendor name and address, date and time, line items (description, quantity, unit price, total), subtotal, taxes, grand total, invoice number, and payment method where printed.

What export formats are available?

CSV (structured table with one row per line item - importable into Excel, accounting software, and ERP systems), JSON (for developers and API integration), and plain text summary.

How accurate is receipt OCR?

For clear, well-lit photos of modern printed receipts, field-level accuracy reaches 99%+. Thermal receipts (which fade) and crumpled or low-light photos may reduce accuracy.

Is my receipt data kept private?

Files are encrypted in transit and at rest. How long they are kept depends on your plan.

View all OCR Text Recognition
View all OCR Text Recognition

Guides for this workflow

Digitize Your Receipts Now

Upload a receipt or invoice photo and get structured data in seconds. No credit card needed.

OCR Receipt