A computerized wagering game system includes a gaming module operable to conduct a wagering game on which monetary value can be wagered, and a game selection module operable to allow a game player to select a game to be played from among a plurality of wagering games available via the wagering game system. Games are grouped using factors such as theme, brand, popularity, type of game, and user rating, and are recommended based on factors such as past games a user has played, games viewed, game player demographics, popularity of games, number of licenses available, and length of play of games.