As a child, Candice was irritated at being described as Charlie McCarthy's little sister (referring to her father's star dummy). She began appearing on her father's radio program at a young age, and in 1958, at age 11, with her father on Groucho Marx's quiz show You Bet Your Life as Candy Bergen.