Group member Hillary Scott co-wrote the song with Dave Barnes, Michelle Buzz, Martin Johnson, and Brandon Paddock, the last two of whom co-produced with Dann Huff.

Group member Hillary Scott co-wrote the song with Dave Barnes, Michelle Buzz, Martin Johnson, and Brandon Paddock.

[2] Angela Stefano of Taste of Country wrote that the song was "a big ol' slice of girl power".

[2] Writing for the same site, Cillea Hougton stated that "The summery track ditches the polite standards associated with the phrase the song is named after, instead following a single woman for a night on the town where she treats herself to the highest liquor on the shelf and dances like no one’s watching.

He also criticized the band for "build[ing] an entire song around the name [they] have stolen from a black woman".