Moore was converted into a wide receiver in college despite never playing the position before.[3] As a true freshman in 2019, Moore started 12 of 13 games and had 53 receptions for 802 yards and three touchdowns.[4] As a sophomore in 2020, he played in five games, recording 25 receptions for 388 yards and three touchdowns.[5] He returned as a starter in 2021.[6] Against Northern Illinois he tied a school record with four touchdowns receptions.[7] Moore declared for the 2022 NFL draft following the season.
The Kansas City Chiefs selected Moore in the second round (54th overall) of the 2022 NFL Draft.[11]
Moore appeared in 16 games, of which he started three, as a rookie. He finished with 22 receptions for 250 receiving yards.[12] In the final minute of the AFC Championship Game against the Cincinnati Bengals, Moore returned a punt return 29 yards, just three yards shy of midfield, which helped set up Harrison Butker’s game-winning 45 yard field goal to secure a 23–20 victory and propel the Chiefs to Super Bowl LVII.[13] In Super Bowl LVII, Moore scored his first career touchdown in the fourth quarter of the Chiefs 38–35 victory over the Philadelphia Eagles.[14][15]
2023 season
Moore scored his first career regular season touchdown in the Chiefs' week 2 game against the Jacksonville Jaguars on a 9 yard catch. Moore was placed on injured reserve on December 18, 2023.[16] He finished the regular season with 244 yards on 21 receptions with one touchdown.[17] He was designated for return on January 17, 2024, and activated on February 7 in time for Super Bowl LVIII.[18] Moore didn't play in the Super Bowl, but the Chiefs still won 25–22 against the San Francisco 49ers.[19]
2024 season
On October 24, 2024, the Chiefs placed Moore on injured reserve due to a core muscle injury.[20]