You can access the AI Web Scraper: Extract Any Data From Any Page in Plain English 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 Integrations settings 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    "startUrls": [{ "url": "https://news.ycombinator.com/" }],
10    "extractionPrompt": "For each story on the page: title, points, author, number_of_comments, url",
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("lanky_quantifier/ai-web-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

AI Web Scraper: Extract Any Data From Any Page in Plain English API in Python

The Apify API client for Python is the official library that allows you to use AI Web Scraper: Extract Any Data From Any Page in Plain English API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

AI Web Scraper: Extract Any Data From Any Page in Plain English API in JavaScript

AI Web Scraper: Extract Any Data From Any Page in Plain English API through CLI

AI Web Scraper: Extract Any Data From Any Page in Plain English OpenAPI definition

AI Web Scraper: Extract Any Data From Any Page in Plain English API

Best AI Web Scraper

hgservices/Best-AI-Web-Scraper

Extract any data from any website by simply describing what you want in plain English. AI-powered web scraping with no code, no selectors, and no per-site setup.

Harish Garg

AI Web Scraper

crawlworks/ai-web-scraper

Scrape any webpage with a URL and a plain-English prompt. Get structured JSON output powered by AI — no coding, no selectors, no configuration.

Crawlworks

Universal AI Page Monitor

vkuprin/universal-ai-page-monitor

Monitor any URL for changes — Amazon products, LinkedIn profiles, job boards, pricing pages, Hacker News, GitHub. AI generates CSS selectors + regex filters in plain English. Works in any language. No API key needed. MCP-ready for Claude, Cursor, Codex, Gemini, Cline.

Vitaly Kuprin

AI Web Scraper — Any Site to JSON with GPT or Claude

flash_scraper/ai-universal-scraper

AI web scraper that turns any URL into clean, structured JSON. List the fields you want or describe them in plain English, bring your own OpenAI (GPT) or Anthropic (Claude) key, and the model reads the page like a human — no CSS selectors, no per-site code. Export JSON, CSV, or Excel.

Flash Scrape

5.0

SEO Audit Tool

hgservices/seo-audit-tool

Audit any website for SEO. Get a 0-100 score, plain-English issues, and how to fix them. One row per page.

Harish Garg

Article Content Extractor

codingfrontend/article-content-extractor

Extract clean article content, metadata and structured information from any web page. Returns title, description, author, publish date, plain content, word count, images, and more.

Coding Frontned

Smart Monitor — AI Change Detection

umischael/smart-monitor-ai

Monitor any web page for changes. When something changes, AI tells you what happened and why it matters — in plain language.

Mischael RADABANORO

Smart Monitor — AI Change Detection

umischael/smart-monitor

Monitor any web page for changes. When something changes, AI tells you what happened and why it matters — in plain language.

Mischael RADABANORO

Any Website Email Scraper – Cheapest 📧🌐

contactminerlabs/any-website-email-scraper---cheapest

🔍 Scrape Emails from Any Website Instantly Enter a website or keyword and extract emails from any public web page, including page title, email address, and source URL 📧 Perfect for lead generation, B2B outreach, sales teams, marketing campaigns, and enriching your CRM & data pipelines 🚀