"My Love Is Your Love" peaked at number 4 on the US Billboard Hot 100, number 2 on the US R&B chart, and number 2 in the UK. It was later certified double platinum by the RIAA. It was a massive hit worldwide, becoming another one of Houston's signature songs.
This song was co-written and co-produced by Jerry "Wonda" Duplessis, who helmed Fugees' 1996 album The Score and also acted as the group's bass guitarist. Fugees member and Wonda's cousin Wyclef Jean was the other co-writer and co-producer.