The Geelong Football Club , the Cats , is an Australian Rules Football team that plays in the Australian Football League . The club is based in the city of Geelong , Victoria . The Geelong Football Club ( nicknamed The Cats ) is a professional Australian rules football club , named after and based in the city of Geelong , playing in the Australian Football League ( AFL ) .