Best AI for web scraping
Turn websites into clean data for apps, research and AI pipelines. Respect each site's terms and robots.txt.
Your tool here
This featured slot is available to tool makers who fit this use case. Clearly labeled, always separate from our picks.
Our picks
1. Firecrawl
API that crawls websites and returns clean markdown or structured data for LLMs.
Verdict: Top pick for builders: one API call returns clean markdown or structured JSON from a site.
2. Apify
Scraping platform with thousands of ready-made scrapers ('Actors') and scheduling.
Verdict: Best when a ready-made scraper already exists (maps, social, e-commerce); scheduling built in.
3. Browserbase
Hosted headless browsers for AI agents, plus the open-source Stagehand framework.
Verdict: For sites that need a real logged-in browser or clicking around; pair it with Stagehand.
4. Claude Code
Anthropic's terminal-based agentic coding tool.
Verdict: Writes and debugs a custom scraper against the real page; best for one-off or unusual sites.
5. Cursor
AI-first code editor (VS Code fork) with chat, inline edits and an agent mode.
Verdict: Same, inside your editor — good when the scraper lives in an existing project.
Picks are editorial and not paid. Pricing and features change often — check each official site.