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Text to JSON: Extract Structured Data from Any Document

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Turn messy text, emails, HTML, PDFs and Word docs into clean JSON that matches your own schema. Invoices, receipts, forms, listings and emails. Free rule-based extraction, or bring your own LLM key. Built for AI agents and MCP.

Pricing

$2.00 / 1,000 document processeds

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Developer

Birchwood Data

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Monthly active users

17 days ago

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Developer tools

Automation

You can access the Text to JSON: Extract Structured Data from Any Document 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.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "text": "ACME Supplies Inc.\\nPhone: (217) 555-0142   Email: billing@acme-supplies.com\\n\\nInvoice #: INV-2026-0042\\nInvoice Date: Sept 28, 2026\\nDue Date: 10/28/2026\\n\\nBill To:\\nBirch & Co. LLC\\n77 Oak Street, Portland, OR 97205\\n\\nDescription              Qty    Unit Price     Amount\\nSteel brackets (box)       4       $12.50      $50.00\\nHex bolts M8 x 100       200        $0.15      $30.00\\n\\nSubtotal: $80.00\\nTax (8%): $6.40\\nTotal Due: $86.40",
<  "schema": {
<    "vendor_name": "string",
<    "invoice_number": "string",
<    "invoice_date": "date",
<    "due_date": "date",
<    "customer": "string",
<    "vendor_email": "email",
<    "subtotal": "number",
<    "tax": "number",
<    "total": "number",
<    "line_items": [
<      {
<        "description": "string",
<        "quantity": "number",
<        "unit_price": "number",
<        "amount": "number"
<      }
<    ]
<  }
<}' |
<apify call birchwood-data/text-to-data --silent --output-dataset

Text to JSON: Invoice, Receipt, Email & PDF Data Extractor API through CLI

The Apify CLI is the official tool that allows you to use Text to JSON: Extract Structured Data from Any Document locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Text to JSON: Extract Structured Data from Any Document API in Python

Text to JSON: Extract Structured Data from Any Document API in JavaScript

Text to JSON: Extract Structured Data from Any Document OpenAPI definition

Text to JSON: Extract Structured Data from Any Document API

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