The 24-year-old has failed to make an impact at Stamford Bridge, after joining the club in December 2007.
Ivanovic’s representative, Vlado Borozan, told Radio Toscana: “He wants to leave Chelsea, and Fiorentina are his priority.
“The Blues may allow him to move for less than $12 million (£8.5 million).”