With his career in the stratosphere due to successes from his solo albums, Rod Stewart became increasingly distanced from his band mates, who were by the time of the album's recording little more than his backing group in concerts. The album's recording would be plagued by Stewart's absence. Nonetheless, producer Glyn Johns held the group together, helping to placate tensions as he had with the Beatles during their Get Back sessions. Johns' contribution is acknowledged in the album's credits with the comment "Produced by Glyn Johns (see you in a year)," suggesting that the The Faces intended to work again with Johns on their next studio album - one that ultimately would never be made.
Shortly after the album's release, Stewart reported to New Musical Express that he felt that Ooh La La was a "stinking rotten album", later making things worse by telling Rolling Stone that what he had actually said was that the group was capable of "doing a better album than we've done". The rest of the group was understandably hurt by the comments. Ronnie Lane, especially hurt and not looking forward to being even more increasingly relegated to the sidelines, quit in June and was replaced shortly thereafter by former Free bassist Tetsu Yamauchi. The group recorded three subsequent singles, but never again recorded an album, disbanding in late 1975.
The cover is a photo of "Gastone", a stage character of Ettore Petrolini, an Italian comedian of the 1920s. The original LP cover was designed in such a way that when the top edge was pressed down Gastone's eyes would discolor and move to the side, while his jaw dropped into a leering smile.