Seibert played college football at the University of Oklahoma where he was a standout kicker for the Sooners. During his time at Oklahoma, Seibert set multiple school records for field goals made, extra points made, and total points scored. His impressive performances caught the attention of NFL scouts, leading to his selection in the fifth round of the 2019 NFL Draft by the Cleveland Browns.