"The Boston Globe" noted that Beyoncé sings some parts of it in a higher register "that complements the lyrics' wounded sensibility".During the production of "Irreplaceable", Hermansen thought that the track would not receive radio play because of the acoustic guitars, and deemed the song too pop-oriented.