The Iranian side has not found a replacement for Alireza Beiranvand so far.
Guendouz, 28, currently plays in Algerian team CR Belouizdad.
Persepolis, headed by Spanish coach Juan Carlos Garrido, will hold a training camp in Turkey next week.
The club had been previously linked with Gol Gohar goalkeeper Mohammad Reza Akhbari.