Introduction
In 2025, web scraping has moved from brittle scripts and manual selector maintenance to AI‑driven agents that can reason about pages, adapt to layout changes, and integrate directly into larger AI workflows (e.g., RAG, autonomous agents, and GTM automation). At the same time, websites have become more defensive, with sophisticated bot detection, CAPTCHAs, and dynamic frontends.