YouTube uses Google’s AI-driven ad targeting to personalize Shorts ads based on watch history, likes, shares, and engagement. It also factors in Google Search behavior and browsing activity for better ad relevance. Users can adjust Google Ad Settings to limit personalization or opt out of interest-based ads for more privacy control.