The song was written by John Byron, Jared Hampton, and Tate Howell, while it was produced by Smith's longtime collaborator Joey Moi.
[5] Gabby Shukin of CJVR Today's Beat Country described the song as being "about a girl that keeps going back to him after she's having relationship problems with her boyfriend.
[3] In 2024, the song was released to radio formats in Canada, Australia, and the United Kingdom.
[6] Smith released a video of "Use Me" live from a concert in Fort McMurray, Alberta, on YouTube.
[7] In June 2024, Smith performed "Use Me" during his solo debut at the Grand Ole Opry in Nashville, Tennessee.