boltTLDR
LLM-driven traffic converts at 20%—61% higher than paid search—but requires fundamentally different landing page design and conversion strategies because AI pre-qualifies users before they click.
Search Engine Land reports that AI-driven search is reshaping performance marketing by creating higher-intent traffic that arrives after an LLM has already shaped the user's decision. Unlike PPC, where marketers target isolated queries, LLM users operate on rich context and arrive at your site seeking validation of an AI recommendation rather than comparison shopping. The analysis breaks down why this traffic behaves differently—users perceive AI citations as objective, LLMs reduce zero-click search by providing answers directly, and the journey before the click is fundamentally altered—then outlines four strategies to capture it, from auditing content for information gain to rethinking attribution when much ChatGPT traffic appears as "Direct" or "Referral" without granular data.