Paul Johnson of the Belairs recalled appearing on Dance Party with the Beach Boys, Ketty Lester, and the Lettermen. During the car ride home, the Boys sang "Surfer Girl" and told Johnson it would be recorded following week. "Surfer Girl" was recorded February 8, 1962.