Exemplary methods, apparatuses, and systems provide a suggested list of people for a user of a social network system to play a game with. A social networking system receives a trigger for providing the user access from a user device to the game over a network. The social networking system identifies a pool of people who have a personal connection with the user and who have not played the game before. From the pool of people, a suggested list of people is selected based on closeness to the user. The suggested list is sent to the user device for the user device for the user to selectively invite one or more of the people to play the game.