Abstract: Systems and methods presented herein provide for adaptive content delivery. In one embodiment, a system includes a repository operable to store a plurality of web components, and a database operable to store identifiers of a plurality of users. The system also includes a machine learning module operable to: generate a model of computing device interactions of the plurality of the users based on the stored identifiers of the plurality of users; monitor a computing device interaction of a first of the plurality of users; process the computing device interaction of the first user through the model; and predict a format of web component delivery desired by the user based on the model. A formatter may be operable to retrieve a portion of the web components from the repository, and to automatically format the retrieved web components for the first user based on the predicted format of web component delivery.