
Modern consumers no longer view personalized digital experiences as a luxury but as a basic utility, often dismissing any brand interaction that fails to anticipate their immediate needs with surgical precision. The shift from static automation to generative intelligence has fundamentally altered the marketing landscape, moving the industry away from broad demographic segments toward a “Content-of-One” reality. This review examines










