The claimed subject matter relates to an architecture that can utilize information obtained from a communications system and/or an associated content engine or model in order to facilitate enhanced content recommendations. The information can include content recommendations (e.g., from the content model) as well as information based upon social networking features of the communications system. For example, information such as referrals from friends, family, or other parties that are likely to have firsthand knowledge of interests, objectives, and/or desires of particular consumer that potentially offer a superior data set than conventional data mining by which to form a content recommendation.