Polo G released Bad Man (Smooth Criminal) in late 2021, building the track around an interpolation of Michael Jackson's 1988 hit Smooth Criminal from the album Bad. The combination of a drill hook and one of pop's most recognisable riffs made it a natural fit for short-form video, where the nine-second chorus became a staple of confidence edits and transition clips. Like other edit anthems such as Running in the 90s, it works because the source melody does half the storytelling before a single new bar lands.