Lovable for Scrapers

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.