Search Algorithms

The Evolution of Search Algorithms: From Keywords to AI-Driven Ranking

From keyword counting to AI-generated answers: how ranking systems have evolved

Search algorithms have evolved from simple keyword matching to link-based authority to today's semantic, AI-assisted ranking systems. This guide traces that evolution and explains the core building blocks — crawling, relevance, quality signals, and user experience — that determine what ranks in modern search.