Joey was born in Marlborough, Massachusetts, the son of Debbie O'Connor and Joe Graceffa. He has two siblings, a sister named Nicole and a half brother named Jett. He graduated from Marlborough High School in 2009. Joey attended Fitchburg State College intending to major in film, but left after one year.