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.
$echo '{< "invoices": [< {< "invoice_id": "demo-receipt-001",< "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"< }< ]<}' |<apify call n4d.h1dr/invoice-receipt-json-normalizer --silent --output-datasetThe Apify CLI is the official tool that allows you to use Deterministic Invoice & Receipt Text-to-JSON Normalizer locally, providing convenience functions and automatic retries on errors.
Using installation script (macOS/Linux):
$curl -fsSL https://apify.com/install-cli.sh | bashUsing installation script (Windows):
$irm https://apify.com/install-cli.ps1 | iexUsing Homebrew:
$brew install apify-cliUsing npm:
$npm install -g apify-cliOther API clients include: