The live version of the song was recorded, pressed and released on the same day (19 April 2014).

There is a hidden message alongside matrix numbers in the runout areas on both sides of the "Lazaretto" "world's fastest record" vinyl: side A "Guinness", side B "Can Kiss My..." The studio version of the song was released on April 21 on YouTube, and on April 22 the single was available for purchase digitally and as an instant download with all iTunes Lazaretto album pre-orders.

The song is a playable track in Guitar Hero Live and Rock Band 4.

"[7] Giving the single four stars, Chuck Arnold of People said that on the track, White "unleashes one of his funkiest grooves since 'Seven Nation Army'.

"[8] Madison Vain, with Entertainment Weekly called the song a "dense, manic, and fantastically indulgent display of musicality," and said it "further cement[s] his position as rock & roll's primal keeper of the flame.