Web scraping in 2025 bears little resemblance to the relatively simple pipelines of the late 2010s. The combination of AI-powered bot detection, dynamic frontends, and stricter compliance expectations has broken many traditional approaches. At the same time, new AI-driven scraping backbones—most notably ScrapingAnt—have emerged as the pragmatic foundation for production-grade systems.