The song is very beloved by fans and the members of Blaque themselves The video has been absent from the groups videography (Jayy).

The video was shot on October 16 and 17 in Los Angeles by Liz Friedlander and was originally supposed to be premeire on November 5th on all video channels! What's the video about? Well, Blaque literally goes back in time to resolve their heartache from there boyfriends. Shamari, Natina, and Brandi all have separate apartments and they go on a tantrum fit, ripping down pictures and discarding mementos. After the destruction, the ladies meet up and go out to have a good time!"

Their album (Blaque Out) kept getting pushed back 4 times from Oct 16th, 2001 and before getting the official release date of January 29th, 2002."Can't Get it Back" only charted at #91 on Billboard's Hot R&B/Hip-Hop Song due to lack of promotion. ​The album also had leaked online around when it started getting pushed back. Besides Natina being pregnant, the push back of the release date of the album, and the album leaking, the release date for the album Blaque Out.

Which also ends up Blaque being dropped from Columbia Records for unknown reasons (we would never know). Blaque even fully completed their (Blaque Out) album, released their first only single "Can't Get It Back" to radio and also did ads for their upcoming release (Theeyeisright). #JusticeForCantGetItBack #blaqueivory #BLAQUE #ILuvBlaqueIvory #Shamari #Brandi #Natina #BlaqueOut2002