"They met through friends," one source told E! News. "He is the sweetest guy ever and they are very much enjoying getting to know one another. They are both very happy and having fun. It's just the beginning so no idea if it will become serious but right now they are having a lot of fun together."
"He's a sweet guy, and we'll see where it goes," another source told Us Weekly.
Spears publicly announced her breakup with David Lucado in August on Twitter.
Ebersol has been previously linked with Maria Sharapova and Sophia Bush.