[2][3][4][5][6] In a statement, Joel Corry called himself a "huge fan" of "Alors on danse", saying he wanted to "put a fun spin on it for summer 2021".

[2][3][4][5] Jax Jones said that he was "a big fan of Charli and Saweetie, having them on the song makes it feel like a moment with real synergy".

[2] Althea Legaspi of Rolling Stone stated that "Out Out" was a "bumping new track", where "Charli XCX and Saweetie beckon all to hit the dancefloor".

[3] NME writer Greta Brereton labeled the single an "up-tempo dance track".

[4] In Complex, Jordan Rose said that the track was "a spectacular combination of all four unique skillsets" on the song, deeming it "made for the streets".