Allardyce has been tracking the Bosnia international for some time, according to the Mirror.
Allardyce could be forced to bring in a new winger as Morten Gamst Pedersen is closing in on a move to Fenerbahce and youngster Junior Hoilett is refusing to sign a new deal.
Ibricic would cost Rovers around £3million.