Need web data for an AI app? The best web scraping APIs, priced for 10,000 pages a month
A web scraping API fetches pages and hands back clean data. For feeding an AI app, Firecrawl is the fullest toolkit and Context.dev costs less per page; for protected shops, ScrapingBee, Zyte and Bright Data do better. What 10,000 pages cost on each, and what UK law says.



