Personalization—the use of personal data to tailor content and services to individual users—sits at the center of today’s most contested debates about youth and digital technology. This report provides a comprehensive framework for understanding personalization in youth online experiences, examining its mechanisms, benefits, risks, mitigations, and the emerging legislative and regulatory landscape.