Deterministic Invoice & Receipt Text-to-JSON Normalizer
Pricing
from $1.00 / 1,000 processed items
Standardizes messy OCR text and receipt strings into clean, structured accounting JSON with vendor, date, line items, and totals without expensive LLM API fees.
You can access the Deterministic Invoice & Receipt Text-to-JSON Normalizer programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
1import { ApifyClient } from 'apify-client';2
3// Initialize the ApifyClient with your Apify API token4// Replace the '<YOUR_API_TOKEN>' with your token5const client = new ApifyClient({6 token: '<YOUR_API_TOKEN>',7});8
9// Prepare Actor input10const input = {11 "invoices": [12 {13 "invoice_id": "demo-receipt-001",14 "raw_text": "ACME Cloud Services Inc.\n123 Innovation Way, Tech City\nINVOICE: INV-2026-9481\nDate: 2026-10-15\n\nDescription Qty Price Total\nCloud Compute Tier A 2 $40.00 $80.00\nManaged Storage 500GB 1 $25.00 $25.00\n\nSubtotal: $105.00\nTax (10%): $10.50\nTotal Due: $115.50\nPayment Method: VISA ending in 4242"15 }16 ]17};18
19// Run the Actor and wait for it to finish20const run = await client.actor("n4d.h1dr/invoice-receipt-json-normalizer").call(input);21
22// Fetch and print Actor results from the run's dataset (if any)23console.log('Results from dataset');24console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);25const { items } = await client.dataset(run.defaultDatasetId).listItems();26items.forEach((item) => {27 console.dir(item);28});29
30// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docsThe Apify API client for JavaScript is the official library that allows you to use Deterministic Invoice & Receipt Text-to-JSON Normalizer API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.
Install the apify-client
$npm install apify-clientOther API clients include: