The Mirror reports that Holloway is keen to bring in Diouf to inspire his promotion bid and is ready to give the striker a new start.
Diouf is available on a free transfer after being paid off by Premier League side Blackburn.
Blackpool are reportedly ready to offer the striker a contract that could be worth around £14,000-a-week.