Pricing

from $55.25 / 1,000 url extracted (base)s

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Structured Data Extractor — URL to JSON

Try for free

Extract structured data from a URL batch as schema-validated JSON: web page to JSON and HTML to JSON with an LLM. Send pages and a JSON Schema; it scrapes each (stealth + residential proxy as needed), converts it to JSON matching your schema, and validates per URL. Public pages only.

Pricing

from $55.25 / 1,000 url extracted (base)s

Rating

0.0

(0)

Developer

Scott Helvick

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

Developer tools

You can access the Structured Data Extractor — URL to JSON 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

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "urls": [
10        "https://books.toscrape.com/catalogue/a-light-in-the-attic_1000/index.html",
11        "https://books.toscrape.com/catalogue/tipping-the-velvet_999/index.html",
12    ],
13    "outputSchema": {
14        "type": "object",
15        "properties": {
16            "title": { "type": "string" },
17            "price": { "type": "string" },
18            "in_stock": { "type": "boolean" },
19        },
20        "required": [
21            "title",
22            "price",
23        ],
24    },
25    "maxInputTokens": 32000,
26    "maxRuntimeSecs": 270,
27    "proxyGeo": "",
28}
29
30# Run the Actor and wait for it to finish
31run = client.actor("shelvick/structured-extractor").call(run_input=run_input)
32
33# Fetch and print Actor results from the run's dataset (if there are any)
34print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
35for item in client.dataset(run.default_dataset_id).iterate_items():
36    print(item)
37
38# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Structured Data Extractor: URLs to JSON for AI Agents API in Python

The Apify API client for Python is the official library that allows you to use Structured Data Extractor — URL to JSON API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Structured Data Extractor — URL to JSON API in JavaScript

Structured Data Extractor — URL to JSON API through CLI

Structured Data Extractor — URL to JSON OpenAPI definition

Structured Data Extractor — URL to JSON API

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