Two percent of the world's population has disappeared. Was it the Rapture? A mass murder? Cult suicides? Aliens? Based on Tom Perrotta's bestselling novel, the series follows Kevin Garvey, police chief and father of two in Mapletown, New York, three years after the mysterious event. As Garvey struggles to grieve for his losses, rebuild his life, and regain a sense of normalcy within the community, the world around him grows ever stranger.

The movie takes place in a dusty desert town where nothing ever happens, as a police chief is suddenly faced with the back-to-back murders of two women with the same name.