The album features guest appearances from Diddy, Nicki Minaj, Drake, Ace Hood, Lil Wayne, Birdman, The Weeknd, Rick Ross, 2 Chainz, Max B, Ne-Yo, Machine Gun Kelly, Raekwon, Scarface and Snoop Dogg, while the production was handled by Mike Will Made It, Jahlil Beats, Reefa, Rico Love, Lex Luger and Young Chop.

French Montana revealed in a September 2012 interview with RapFix Live that he has worked with several fellow recording artists on the album, including Diddy, Nicki Minaj, Drake, Rick Ross, Lil Wayne, Wiz Khalifa, 2 Chainz, Wale, Max B, Lana Del Rey, M.I.A., and Scarface.

[5] The final track list would also reveal features from DJ Khaled, Mavado, Ace Hood, Jeremih, Raekwon, Fabolous, Trey Songz, Machine Gun Kelly, Red Cafe, Chinx Drugz, Johnny May Cash and Los.

The mixtape included appearances from Diddy, MGK, Fat Joe, Wale, Mac Miller, Curren$y, Rick Ross, J. Cole, Trina, Prodigy, Tyga, and Ace Hood.

[15] The first official single released from Excuse My French was "Pop That", which featured Rick Ross, Drake, and Lil Wayne, with production from Lee on the Beats.

[16] On January 26, 2013, Montana announced that the next single would be released within the next week[17] and is a remake of the song "Freaks", which originally appeared on the debut album of rapper Lil Vicious, Destination Brooklyn.

[41] David Jeffries of Allmusic gave the album three stars out of five saying, "Montana is a flossy tycoon first and a wordsmith second at this point, so his handing in a high-power mixtape instead of a focused debut is to be expected, and with a little bottle service, enjoyed.

"[31] Simon Vozick-Levinson of Rolling Stone gave the album two and a half stars out of five, saying "He’s a man of few words – many of his hooks consist of a single staccato phrase, looped until it verges on nonsense.

"[37] Ian Cohen of Pitchfork Media gave the album a 3.5 out of 10, saying "Forcing French Montana into that #1 spot and having it come off like a transplant rejection actually lets us know the genre’s in fine health.

gave the album a one out of ten, saying "Excuse My French is almost exclusively loud and aggressive, which has become the formula for this type of thing: programmed, repetitive hi-hats, 808s and a guest verse by Rick Ross.

"[34] Bruce Smith of HipHopDX gave the album two and a half stars out of five, saying "Excuse My French comes off as extremely formulaic.

While excessive tales of flossing, the streets, and misogyny are nothing new to Hip Hop, the complete lack of creativity those subjects are executed with on this project, whether it be lyrically or instrumentally, make it a hard listen.

"[35] David Turner of Spin gave the album a five out of ten, saying "French has a great, unique adlib ("Haaan"), an identifiable voice, and a face recognizable in a silhouette.