 Writing for "The Boston Globe", Joan Anderman commented that the song's "tangle of horns and pianos [are] pushed to the edge of sonic sense".Len Righi of "The Morning Call" wrote that Aguilera "sings with remarkable conviction" throughout the album, but the soul and funk of "Slow Down Baby" put her at "Aretha Franklin's doorstep".