Automate Text Extraction from Image or Scanned PDF Receipts using and Zapier

Automate Receipt Extraction with Zapier – Step-by-step Guide

  1. Sample Scanned Receipt
  2. Setup
  3. Configure Document Parser
  4. Test Document Parser
  5. Parsed Scanned PDF
  6. Template Creation Guide

Step 1: Sample Scanned Receipt

In this tutorial we will show you how you can automate the text extraction from scanned PDF receipts when you have hundreds of them daily using and Zapier.

We will extract everything in this scanned PDF receipt except for the addresses. To follow along, you can get the sample files here.


Sample Scanned PDF Receipt
Sample Scanned PDF Receipt


Step 2: Setup

We stored our scanned PDF receipt in our Google Drive folder and we assume that you have already set up the Zapier Trigger step.

We will jump straight to the Action Step. In this step, let’s choose as the App and the Document Parser as the Action Event.

Use Document Parser To Extract Text From Receipt

Step 3: Configure Document Parser

Let’s set up the Document Parser.

  • In the Input field, select the scanned PDF receipt link.
  • In the Template Id, enter the Id for the receipt’s template. We have a guide on how we made the template for this document below.

Configure Document Parser

Step 4: Test Document Parser

Let’s send our configuration to to make sure that we set it up correctly.

Test Document Parser Configuration

Step 5: Parsed Scanned PDF

Great! processed our request successfully and returned the parsed text from the scanned PDF receipt.


Parsed Text From Scanned PDF Receipt
Parsed Text From Scanned PDF Receipt


Step 6: Template Creation Guide

In this step, we will teach you how to create the template for this specific scanned PDF receipt.

First, go to your account and click on the Document Parser. On the top right, click on the New Template link to open the Online Template Editor. Here’s a direct link

Next, click on the Load Test PDF or Image button to open the scanned PDF receipt. You can either copy and paste the sample template here in the Edit Template to run the template right away or start from scratch.

Online Template Editor
Then, click on the +Add Object button and select the Add FIELD based on TEXT SEARCH. This is the object that we will use to parse all the non-table text such as Company Name, Receipt #, etc.

To get the Company Name, we can use the $$funcFindCompany special function. This will find the first company name that it encounters in the document. You can add it in the Expression field. Make sure to check the Regex box every time you use the special functions, macros, and regular expressions.

Parse Company Name
To get the Receipt #, add RECEIPT{{Spaces}}#{{Spaces}}(?<value>{{AnythingGreedy}}) in the Expression field and check the Regex check box.

Parse Receipt Number
Getting the Bill To name and Ship To name is a bit complex. You can use {{LineStart}}{{Spaces}}(?<value>{{SentenceWithSingleSpaces}}){{Spaces}}{{SentenceWithSingleSpaces}}{{Spaces}}RECEIPT DATE to get the Bill To name and {{LineStart}}{{Spaces}}{{SentenceWithSingleSpaces}}{{Spaces}}(?<value>{{SentenceWithSingleSpaces}}){{Spaces}}RECEIPT DATE to get the Ship To name.

To get the table items, we will use the ADD TABLE field based on TEXT SEARCH object. Add the following to the Expression field to get all the items and click the Run Template button to see the result.

  "start": {
    "expression": "QTY{{Spaces}}DESCRIPTION",
    "regex": true
  "end": {
    "expression": "Subtotal{{Spaces}}{{Number}}",
    "regex": true
  "row": {
    "expression": "{{LineStart}}{{Spaces}}(?{{Digits}}){{Spaces}}(?{{SentenceWithSingleSpaces}}){{Spaces}}(?{{Number}}){{Spaces}}(?{{Number}})",
    "regex": true
  "columns": [
      "name": "qty",
      "dataType": "integer"
      "name": "description",
      "dataType": "string"
      "name": "unitPrice",
      "dataType": "decimal"
      "name": "amount",
      "dataType": "decimal"

Parse Table Items
You can save the template and get the Template ID by clicking on the Save Template and Return button.

In this tutorial, you learned how to automate the text extraction in a scanned PDF receipt using and Zapier. You also learned how to use the different Document Parser objects, special function and macros to extract specific text and table items.