Abstract: The present solution provides a new social media platform, referred to as a social discovery application, to discover and share with like minded people, such as people in a user's natural communities. The social discovery application allows a user to express their interests and to find people that have the same interests and think like them. For example, the social discovery application may help a user find people most like them at their school, new job, or a new city. The social discovery application includes lots of fun and easy to play games where users express themselves, their interests, and their preferences. The social discovery application then compares their choices to other users' choices in a fun and visual way, and connects users with new potential friends. The social discovery application provides a user a rank order list of people most like them.