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Automate Receipt Data Extraction with Our OCR API

Snap a photo of a receipt, or upload a scan, and get back the merchant, items, and totals in seconds. Our Receipt OCR API reads thermal receipts, scans, and mobile photos, returning clean, structured JSON for your accounting or expense platform.

Receipt OCR API

How the Receipt OCR API Works

Turning a receipt into usable data takes three steps.

Step 1: Send the File

Upload a PDF, JPG, or PNG. It can be a photo of a faded thermal receipt from a gas station, a scanned paper receipt, or a digital receipt.
Automate Receipt data extraction

Step 2: The API Reads the Receipt

Using receipt OCR technology, the system locates and extracts every relevant field, whether the receipt came from a national chain or a small independent shop.
GROCERY MART
123 Main Street, Anytown
Tel: (555) 123-4567
----------------------------------------------
Milk 1gal $3.99
Bread $2.49
Eggs (12) $3.29
Apples 1lb $2.99
----------------------------------------------
Subtotal $12.76
Tax (8%) $1.02
Total $13.78
----------------------------------------------
Date: 05/15/2023 10:23 AM
Cashier: John
Receipt #: GR-5678
Thank you for shopping with us!

Step 3: Receive Structured JSON

Get merchant details, line items, and totals back in one clean response, ready to drop into your system without cleanup.
				
					{
    "success": true,
    "data": {
        "merchant": "GROCERY MART",
        "date": "2023-05-15",
        "time": "10:23 AM",
        "receipt_id": "GR-5678",
        "total": 13.78,
        "subtotal": 12.76,
        "tax": 1.02,
        "tax_rate": 0.08,
        "items": [{
            "name": "Milk 1gal",
            "price": 3.99
        }, {
            "name": "Bread",
            "price": 2.49
        }, {
            "name": "Eggs (12)",
            "price": 3.29
        }, {
            "name": "Apples 1lb",
            "price": 2.99
        }],
        "payment_method": null,
        "cashier": "John"
    }
}
				
			

Test the Receipt OCR API for Free Now!

Experience how easy receipt data extraction can be. Test the Receipt OCR API with a sample receipt and receive clean, structured JSON in seconds.

Why Choose Our Receipt OCR API?

Receipts are messier than most documents. Faded thermal paper, handwritten tips, crumpled corners, and inconsistent formats between vendors all make this a harder problem than reading a clean scan. Here's how this receipt scanning API handles it:

Built for Thermal Receipts

Reads faded, low-contrast printing common on gas station and retail thermal paper.

Handles Handwritten Additions

Picks up handwritten tips or notes added to a printed receipt where relevant.

Works Across Formats

Accepts PDF, JPG, and PNG, so you're not restricted to a single file type.

Response in Seconds

Fast enough to power a live scan-and-go experience in a mobile app.

Structured JSON Output

Every response comes back consistent and ready to use.

Simple REST Integration

Standard HTTP requests, no special SDK required to get started.

What Problem Does the Receipt OCR API Solve?

Receipts are one of the last places most businesses still rely on someone typing things by hand, and it shows.
  • Employees retype every line from a crumpled receipt just to file an expense
  • Bookkeepers squint at faded thermal paper to confirm a total
  • Repair shops manually log supplier receipts before job costing can start
  • Every manual entry is a chance for a transposed number to slip through
This receipt processing API removes the typing. Submit the image, get back the data.

What Data Can You Get With the Receipt API?

The receipt recognition API extracts a wide range of receipt fields, making it easy to automate expense management, bookkeeping, and financial workflows.

Here’s what you can expect to see:

Merchant Information

  • Merchant Name
  • Merchant Address
  • Merchant Phone Number
  • Merchant Website or URL
  • Cashier Name or ID
  • Store or Register ID

Receipt & Payment Details

  • Date of Purchase
  • Time of Purchase
  • Receipt Number / Invoice ID
  • Payment Method
  • Last 4 Digits of Card Number
  • Currency Type
  • Subtotal
  • Tax Rate
  • Tax Amount
  • VAT / GST Breakdown
  • Total Amount
  • Discounts Applied
  • Coupons

Purchased Items

  • Item Names / Product Descriptions
  • Item Quantity
  • Item Unit Price
  • Item Total Price
  • Item Category (e.g., Grocery, Electronics)

Additional Information

  • Loyalty Program Information
  • Loyalty Points Earned or Used
  • Location Coordinates (if embedded)
  • Barcodes or QR Codes
  • Return Policy or Warranty Information
  • Signature (from scanned receipts)

Supported Input Types

Supported Receipt Types

  • Thermal receipts
  • Digital receipt scans
  • Mobile phone photos of printed receipts
  • Emailed digital receipts saved as images or PDFs

Supported File Formats

  • PDF
  • JPG
  • PNG

Supported Image Sources

  • Mobile phone camera photos
  • Scanned documents
  • Uploaded files
  • Any image containing a legible receipt

How the Receipt OCR API Fits Your Workflow

Receipt data shows up in more places than expense reports. Here’s where this API proves its value:

Expense Management Platforms

Manual receipt entry slows reimbursement and invites errors. Extract data on them as soon as receipts are uploaded so approvals happen same-day.

Auto Repair Shops

Parts receipts arrive in a dozen different formats. Automate extraction so job costing reflects real spending and no retyping.

Fleet Fuel Tracking

Reconciling driver fuel receipts by hand is tedious. Pull merchant, date, and total automatically to catch discrepancies faster.

Corporate Travel Programs

Receipts on the road come in every format imaginable. Structured extraction means finance doesn't interpret each receipt manually.

Retail and Vendor Reconciliation

Matching receipts against transactions line by line takes real effort. Automated extraction turns that into a system task.

Accounting and Bookkeeping Firm

A shoebox of receipts at tax time creates a backlog every season. Batch extraction turns the pile into structured records fast.

Manual Process vs. Receipt OCR API

Reading a receipt by hand feels quick for one transaction. It stops feeling quick the moment there are fifty of them sitting in an inbox. Here’s what actually changes when the process is automated instead.

Manual Process Receipt OCR API
Speed One at a time, at reading pace Under 5 seconds per receipt
Consistency Varies by who's entering it Same fields, every time
Faded or thermal receipts Often misread or skipped Built to handle low-contrast printing
Volume Breaks down past a handful per day Handles hundreds without slowing down
Output Notes, spreadsheets, or memory Structured JSON, ready to use
Where errors happen Transposed numbers, missed lines Consistent extraction logic
What it takes to scale More staff hours Nothing, it's the same API call

Production-Ready API Features for Developers

Designed for real-world applications, the API includes everything you need to build, test, and deploy with confidence.

Combine With Other Vehicle Databases APIs

The OCR receipt scanner API pairs naturally with other Vehicle Databases APIs, especially when a receipt is tied to a specific vehicle.

Extract structured invoice data from images, scans, and PDFs.

Extract VINs from images, documents, and window stickers.

Retrieve factory-recommended maintenance schedules by VIN in seconds.

Access accident, title, ownership, mileage, and other history records.

Decode any standard VIN to retrieve detailed vehicle specifications.

Retrieve vehicle information from a license plate number.

Looking for custom integration? We’ll work with you to build a solution that fits your business needs.

Hear From Our Customers

See what developers and businesses say about building with the Vehicle Databases OCR suite.

Better experience... impossible

These guys help you with everything and they put all the effort to create the best experience and satisfaction. We are very thankful with them.
redline-avatar
Redline Used Auto Parts
Spain
Date of experience:
Jan 11, 2024
trust pilot ratings

Easy to use, Excellent service

Great service, their apis have allowed my business to quickly get up and running, with minimal development costs. Someone is also always at hand whether it be Whats app or over the phone to help with any issues. Would 100% recommend.
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Lionel Yarbol
Ghana
Date of experience:
May 30, 2024
trust pilot ratings

The support is top-notch

The support is top-notch. I don't think I have ever worked with a company that has ever reached out to me repeatedly to just check on me and my progress. I can't say enough good things about them. Also, the product is awesome.
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Gearshift Solutions
United States
Date of experience:
Jul 26, 2024
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The Receipt OCR API Built for Your Business

Automate receipt processing with a fast, reliable API built for real-world applications. Sign up today, explore the documentation, and start testing with free API credits.

FAQs on Receipt OCR API

Yes. The API is specifically built to handle low-contrast thermal printing, which fades and yellows over time far more than standard ink on paper.

Yes, handwritten additions like a tip line are extracted where legible, alongside the printed fields.

The API returns whatever structured data is present. If a receipt only shows a total with no line items, you’ll get merchant, date, and total without a populated items array.

Currently the API is optimized for English-language receipts. Contact our team if you have a specific need outside that.

No, deduplication isn’t handled by the API itself. That logic would need to run on your end after extraction, comparing fields like merchant, date, and total.

Yes, within reason. Accuracy holds up on moderately angled or partially shadowed images, though a clearer photo will always extract more reliably.

Yes, PDF is supported alongside JPG and PNG.

Typically under 500 milliseconds, fast enough for a live upload flow rather than a batch process.

Yes, sign up for free API credits to test real requests before committing to a plan.

A general scanner returns raw text and leaves you to figure out which line is the total or the tax. This API is trained specifically on receipt layouts, so those fields come back already labeled.