A.J. Langer was born in Columbus, Ohio. At age 5, her family moved to the San Fernando Valley, just outside of Los Angeles. She first began using her initials to join an all-boys baseball team, and the nickname stuck. She was introduced to Ernie Lively, who became her acting coach.