AI search is proving what push and native advertisers have understood for years: intent matters more than impressions. AI-referred visitors arrive after researching, comparing, and narrowing their options, producing smaller but higher-value audiences. The same principles—specificity, credibility, strong message-to-landing-page alignment, and competitive intelligence—can help marketers improve both paid campaigns and AI visibility.