The Dual Squeeze on AI Web Scraping

Google and Cloudflare are converging to restrict AI web scraping through dual mechanisms—one blocking search API access, the other preventing automated page retrieval. This two-pronged squeeze is ending the era of cheap search-plus-scrape workflows, forcing developers to explore alternative APIs and cached-content strategies. The simultaneous crackdown reflects a major shift in how web access is governed for AI systems.