The album was described as managing to take a remarkable variety of musical directions and pull them together into a consistent whole. Another reviewer described the album as sounding like a "French Lenny Kravitz" and noted the "vintage 70ssound and textures".
Wordplay
Je dis aime is a play on words in French as "aime" is pronounced exactly the same as "M". Many of the tracks use similar wordplay as is common in French songs but particularly rich in M's work.