Skip to main content
ScrapeOps AI Scraper Generator Logo

Lovable for Scrapers

Give us a few URLs and our AI fetches, understands, and writes your scraper code for you.

Get started with 20 free scraper generations. No credit card required.

From URLs to Code in Minutes

Generate production-ready scraper code in 1click. Paste a few URLs, our AI analyzes the structure, maps your schema, and writes the code for you.

AI Scraper Generator Demo

1. Input Your URLs

Paste up to 5 URLs of the page type you want to scrape. The AI fetches and inspects each page to learn its structure and data patterns.

2. AI Understands the Page

Our AI analyzes the HTML, maps CSS/XPath selectors to the predefined schema (e.g., name, price, url, description, etc.).

3. Working Scraper Code

The system generates a complete, ready-to-run scraper for your chosen language or framework.

AI Scraper Generation

Production Scrapers In Minutes

Our AI analyzes your sample URLs, understands the page structure, and generates a complete, production-ready scraper, mapped to your data schema and framework of choice.

No setup, no guesswork - just clean, working code in minutes.

AI Scraper Generation Demo
Language Flexibility Demo

Language Flexibility

Your Stack, Your Choice

Generate scraper code in Python, Node.js, Playwright, Puppeteer, or Scrapy, in 1 click. With more languages and frameworks coming soon.

Choose from popular web scraping frameworks and libraries that fit your existing tech stack.

Proxy Integration

Built to Work With Real-World Web Environments

Automatically integrated with ScrapeOps Proxy Aggregator that chooses the best-performing proxy provider for your target domain.

Bypass anti-bots and bans out of the box, no extra configuration needed.

Proxy Integration Demo

Ready-Made Schemas for Popular Data Types

Choose from predefined page schemas, products, jobs, real estate, news, search results, and get structured output instantly.

Available

Product Details
Product Details
Product Search
Product Search
Product Categories
Product Categories

Coming Soon

Product Reviews
Product Reviews
Job Listing
Job Listing
Job Search
Job Search
Real Estate Details
Real Estate Details
Real Estate Search
Real Estate Search
News Articles
News Articles
News Homepage
News Homepage
SERP Results
SERP Results

Try It For Free

Get full free access to the AI Scraper Generator through the BETA Program!

Beta Plan

20 Free AI Scraper Generations Per Month
All Available Page Types
All Available Languages
Dedicated Support
BETA PLAN
Free

Need more scraper generations? Contact us here.

What's Coming Next?

We're just getting started, from more schemas to Cursor integrations and self-healing scrapers, new features are coming fast.

Build Scrapers for Any Industry

Build scrapers for real-estate, jobs, news and SERP websites using our expanded schema library. No more guessing what data to extract.

Create Your Perfect Data Schema

Define exactly what data you need and how it should be structured. Get clean, consistent data that fits your business requirements perfectly.

Code in Your Preferred Language

Generate scrapers in Java, C#, PHP, Ruby, or Go. Work with the tools and frameworks your team already knows and loves.

Perfect Your Scrapers Instantly

Get feedback on your scraper and improve it with each iteration. Turn good scrapers into great ones without starting from scratch.

Scrape Directly in Your IDE

Generate and run scrapers without leaving your development environment. Seamlessly integrate AI scraping into your existing workflow.

Never Fix Broken Scrapers Again

When websites change, your scrapers automatically adapt. Spend time on analysis, not maintenance. Your scrapers stay working forever.

Deploy and Run Instantly

Skip the setup headaches. Generate your scraper and run it immediately with one click. From idea to working scraper in seconds.

Automate Your Entire Data Pipeline

Connect your scrapers to N8n workflows for automated data processing. Transform raw data into business insights without manual work.

Generate Scrapers on Any Website

Right-click any webpage and generate a scraper instantly. No more copying URLs or switching between tools. Scraping made effortless.

Frequently Asked Questions

Everything you need to know about the AI Scraper Generator and vibe scraping.

The AI Scraper Generator is a tool that automatically creates production-ready web scraper code from just a few sample URLs. You provide URLs of the pages you want to scrape, and our AI analyzes the HTML structure, identifies data patterns, maps selectors to a predefined schema, and generates complete, working scraper code in your preferred programming language and framework.

Vibe scraping is a new approach to web scraping where you describe what you want to scrape in natural, conversational terms rather than writing complex code. Instead of manually inspecting HTML, writing CSS selectors, and handling edge cases, you simply point the AI at example pages and let it figure out the technical details. It's web scraping driven by intent rather than implementation. You focus on the 'what' while the AI handles the 'how'.

Vibe scraping accelerates the initial development phase of your scraping projects. Instead of spending hours inspecting page structures and writing boilerplate code, you get a working scraper in minutes. From there, you can customize the generated code, integrate it with your existing data pipelines, add additional business logic, or use it as a starting point for more complex scraping operations. It's particularly valuable for rapid prototyping, scraping new websites quickly, or when you need to scale across many different site structures.

Currently, the AI Scraper Generator supports Python (with BeautifulSoup, Requests, Scrapy, Selenium, and Playwright) and Node.js (with Cheerio, Axios, Puppeteer, and Playwright). We're actively adding support for more languages and frameworks based on user demand, including Go, Java, and additional Python/Node.js libraries.

The AI analyzes multiple sample URLs to understand the page structure and generate reliable selectors. For well-structured websites with consistent HTML patterns, the generated code typically works out of the box. For more complex or dynamic sites, you may need minor adjustments. We recommend providing 3-5 sample URLs of the same page type to help the AI identify stable patterns and produce more robust code.

No coding is required to generate a working scraper. Simply paste your URLs, select your preferred language/framework and data schema, and the AI generates complete, runnable code. However, you have full access to customize the generated code: add error handling, modify selectors, integrate with your systems, or extend functionality as needed.

Generated scrapers come pre-configured with ScrapeOps Proxy Aggregator integration. This means your scrapers automatically route requests through optimized proxies that are selected based on your target domain. You get built-in protection against IP bans, CAPTCHAs, and rate limiting without any additional setup. Just add your ScrapeOps API key and start scraping.

The AI Scraper Generator currently supports product detail pages, product search/listing pages, and product category pages with predefined schemas. We're rapidly expanding to support job listings, real estate pages, news articles, SERP results, and more. Each schema is designed to extract the most relevant data fields for that page type.

Ready to generate your first AI scraper?

Sign up for a free account today.