Goad grew up in Philadelphia, describing himself as a loner, misanthrope and weirdo. He attended a Catholic school run by nuns. He experienced violent treatment from his parents and bullies at his school, eventually learning to fight back. Goad moved to New York City to study acting and was accepted to study at New York University under Stella Adler.
