The song is the first on Dion's album Falling into You. Steinman produced the track, with Steven Rinkoff and Roy Bittan as co-producers. Bat out of Hell and Meat Loaf collaborators Todd Rundgren, Eric Troyer, Rory Dodd, Glen Burtnick and Kasim Sulton provided backing vocals. An edited version of the song was then released on Celine's album Celine Dion All The Way... A Decade Of Song. On Celine's Falling Into You album the song's original length is seven minutes and thirty-seven seconds while on her All The Way album it is only five minutes and thirty-one seconds. In 2008, "It's All Coming Back to Me Now" was included on Dion's greatest hits compilation My Love: Essential Collection. Live performances can be found in the A New Day... Live in Las Vegas and Taking Chances World Tour: The Concert albums. Her album My Love: Essential Collection restores the song back to its original length.