Morgan Wallen, Cole Swindell and Cody Johnson also won awards at the Los Angeles ceremony.
Cody Johnson, Cole Swindell and Luke Combs were the other big winners among the 2023 ceremony's country contingent.
They'll be joined by the likes of 49 Winchester, Flatland Cavalry, Ryan Bingham and Randy Houser.
The song appears on Pearce's acclaimed 2021 project, 29: Written in Stone.
HARDY, Lainey Wilson, Blake Shelton, Carrie Underwood, Kane Brown and Katelyn Brown are also still in contention for the Texas ceremony's biggest prize.
The track is expected to feature on Bryan's eagerly anticipated new album, Writers and Fighters.