Mellor lived as a child in the Bredbury area of Stockport going to Bredbury Green Primary School and later going to Werneth School, Greater Manchester, and was the youngest of the family with four older sisters: Janice, Cheryl, Joanne and Sarah, Joanne is disabled - Mellor acted in a 2006 blood donation advert, where he tells about his sister's heart surgery.