Rich Juzwiak of The Village Voice compared "Love on Top" to Raydio's "You Can't Change That" (1979) and New Edition's "Mr. Telephone Man" (1984).
Rich Juzwiak z The Village Voice porównał „Love on Top” z utworami „You Can't Change That” (1979) Raydio oraz „Mr.