Aidin Vaziri of the "SFGate" was critical of the song, commenting: "It's only a dismal, by-the-numbers attempt at modern disco on "A Guy Like You" that genuinely makes one long for the plink-plonk simplicity of [Yazoo's] classic "Nobody's Diary."