Mellor used to date former "Coronation Street" actress Angela Griffin. He met his wife, dancer Michelle McSween when they both starred in the stage musical "Oh, What a Night" in 1999. They have two children, Jayden Will born in 2004 in Hammersmith and Fulham, London, and a baby girl Renee born in June 2008. He supports Manchester United.