The side from the capital are six points off leaders AC Milan and through to the second round of the Champions League, but more was expected after a title challenge last term.
It is thought that they are considering a move for Marseille coach Deschamps if they get rid of Ranieri, who has managed Juventus previously but refused to move to Liverpool last summer.
