 "Shattered Glass" is an uptempo pop song, while Spears' vocals have been auto-tuned on the track.Lyrically, the song is very emotional, with Spears singing of entrapment and self-loathing in her relationship with fame.Reception of the track from music critics was mixed, with some noting its dance and pop sound, while others called it "generic" and filler.