Abstract: Embodiments herein disclose computer-implemented methods, computer program products and computer systems for prioritizing and recommending social media interactions. The computer-implemented method may include one or more processors configured for obtaining first profile data corresponding to a first social media account and additional profile data corresponding to additional social media accounts; determining a first unique identifier based on the first profile data and additional unique identifiers based on each respective additional profile data; determining overlap scores between the first unique identifier and each of the additional unique identifiers; prioritizing the additional social media accounts based on a first order of priority; and displaying the additional social media accounts based on the first order of priority on a user interface of a computing device associated with the first social media account.