At a crossroads in his life, Roger Greenberg (Ben Stiller) ends up housesitting at his brother's home in Los Angeles. There, he strikes up an unlikely friendship with his brother's assistant Florence (Greta Gerwig), an aspiring singer. Florence and Greenberg's encounters lead to an uncertain and wonderfully vulnerable courtship.