Geoffrey JD Payne was born in Warwick, New York and later raised in the artistic seaside community of Rockport, Massachusetts. At the age of 16, Payne attended a workshop in upstate NY to begin his training.

There, he was scouted and went on to a mentorship for 3 years in musical theater. At age 19, Payne was encouraged to branch out into New York City. After receiving a scholarship, he attended the Weist Barron School for TV & Film.