The dancer is a man with short black hair. He wears a dark brown hat, a blue and yellow shiny pullover, a red medium-sleeved shirt underneath, black pants with yellow lines, and black canvas sneakers.
The background is a dark, starry outer-space backdrop, with what appears to be a giant bubble in the center of the background. It has smaller bubbles around it. The background also changes color at points of the routine.
There is 1 Gold Move in this routine:
Gold Move: Move both arms to make two semi circles while walking forward.
The lyrics "Wasted, and the more I drink, the more I think about you" were mentioned in the ESRB rating of Just Dance 2017 before the song was released, and are a part of the "Mild Lyrics" rating.
Information about a song by Maroon 5 being in the game was leaked on the cover of Just Dance 2017.
In the "Tracklist" section of Just Dance’s official site, Don’t Wanna Know was accidentally leaked through its code name ("RedMangoose"), and no artist was credited. This happened before the official song was released.
The AutoDance for Don’t Wanna Know uses either an instrumental version or the official audio.
The gameplay for Don’t Wanna Know was released on the same day as the official audio for the song.
A Beta version of the coach is used on the official Just Dance website photo where the dancer's glove is strong cyan instead of pure cyan.
At some parts of the song, there is an error where the coach’s foot leaves the bubble that surrounds him.