Massey was born and raised in Atlanta, Georgia. He is the son of Lewis A. Massey, former Secretary of State of Georgia and Amy Massey. He has two younger siblings, Camryn and Christian.

He graduated from Norcross High School in May, 2009. While there, he was active in its drama club and took part in many of the school productions, including playing lead roles in Little Shop of Horrors, One Flew Over the Cuckoo＇s Nest, Guys and Dolls and How to Succeed in Business Without Really Trying.