Personalization Pyramid: A Framework for Designing with User Data

Personalization Pyramid framework is introduced by a UX professional for structuring user data use in digital experiences. The framework outlines five layers from user data collection to personalized experience delivery. It includes user profiling, behavior tracking, intent prediction, content personalization, and feedback loops. The approach provides a clear sequence for building personalized UX without relying on third-party platforms. This structure enables consistent, scalable personalization across websites and applications. The framework is based on real-world project experience from over 30 personalization initiatives.