Keeper of the Lost Cities Book by Shannon Messenger

This is Keeper of the Lost Cities, a young adult fantasy novel by Shannon Messenger. It's the first book in the New York Times bestselling series. The story follows Sophie Foster, a telepath who discovers she's not human.