O'Hurley was born on Ocotber 9, 1954 in Kittery, Maine. He studied at Kingswood-Oxford School and at Providence College. O'Hurley was married to Eva LaRue from 1992 until they divorced in 1994. He has been married to Lisa Mesloh since 2004. With Mesloh, he has a son.