The 24 year old told OK! magazine that she may be about to follow her mother's footsteps and appear in the hit talent show.
She hinted that she could team up with Irish boyband Boyzone for a special performance during the live stages of the competition.
It has been suggested that X Factor judge Louis Walsh has been orchestrating the move.
Kelly said: "Louis set it up as he knows us both."
A recent report advised that music legends Madonna and Robbie Williams will be guest mentors on the new series of The X Factor.
Brian Friedman, the show's choreographer, has revealed that the superstars will film a guest slot on the show.
A source also claimed that Friedman has said that Simon Cowell has retained "Umbrella" singer Rihanna and Whitney Houston for the show.
It is believed that the popstars will give master classes to this year's in take of hopefuls and that Madonna and Robbie will start filming next month.
A source told The Sun: "Brian is really excited about this year's show because there are some great artists connected.
"He is proud to be part of it and admires Simon's ability to attract A listers."
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