In one aspect, an information processing system for determining complimentary phrases to present to a recipient is provided. The information processing system may receive an input image depicting a subject. A difference in appearance between the subject depicted in the input image and a model subject may be determined. One or more phrases (e.g., complimentary phrases) may be selected from a plurality of categorized phrase candidates based on the identified difference in appearance between the subject and the model subject. The difference in appearance may be determined by comparing selected features (e.g., skin, hair, eyes) of the subject with one or more predetermined features of the model subject. The model subject may be the same or different than the subject depicted in the input image.