Gayle was born and raised in Weston, Florida. Her mother Robin previously owned her own business and now works as her manager. Her father is Larry Klitzman, an attorney. Gayle was home-schooled and followed Advanced Placement (AP) curriculums in all subjects. She was nationally ranked in Public Forum Debate and has received two bids to compete at the Tournament of Champions, putting her among the top debaters nationwide.