 According to "Billboard", “… “Lil L.O.V.E.," featuring a melodious and round duet with Mariah Carey, is their 2007 version of the 1998 hit "Breakdown" …"

Additionally, SoundBytes - News4Jax praises Carey, calling her the main focus of the song.