The 29-year-old Spaniard has long admitted that he would like to leave Turkish side Fenerbahce.
Cadena SER says Villarreal and Atletico are ready to make bids for the Spaniard in the January transfer window.
Guiza has been a hit at Fenerbahce, scoring 16 goals in 26 appearances for the club.