The song was written by Jeff Hyde, Matt Jenkins and Ryan Tyndell. Pardi first heard "Old Hat" on Jeff Hyde's 2018 album Norman Rockwell World
. One of the main reasons he decided to record the tune is that his girlfriend Summer loves it. He explained on an Apple Music track by track
that it reminds her of how many bad dates she's been on. "The ladies love a gentleman," he said.