Systems and methods for recommending content items based on an identified posture

A system comprising:

• input circuitry configured to receive an input associated with a content item delivery service;
• and
• processing circuitry configured to:
• identify, at a computing device, a user profile;
• receive, from a capture device, a capture of a user;
• generate, based on the capture of the user, a digital representation of the user;
• determine, based on the digital representation of the user, a posture of the user;
• identify, based on the user profile, that the determined posture of the user is associated with a content item genre;
• generate, based on the content item genre, a content item recommendation;
• and
• output the generated content item recommendation.