Three different radio edits of "Get Low" have been released. One had amended lyrics (i.e. "take that thang to the floor, you skank, you skank"), while the other two bleeped out certain profanities. Of the two bleep censored versions, one version left the word "goddamn" intact while the other censored the word.
The song is referenced by Vampire Weekend in their song "Oxford Comma" from their 2008 self-titled album, proclaiming "First the window, then it's to the wall/ Lil' Jon, he always tells the truth." Chris Rock also referenced the song in a sketch about rap music, stating that he still loved rap music but was "tired of defending it" in reference to the song's explicit and misogynistic lyrics.
The Ying Yang Twins used their lines from the song later in their song "Hanh!" from the album Me & My Brother, and in the remix of Pitbull's song "Bojangles"