The classic mode consists of two women (P1 and P3) and two men (P2 and P4). They all have blue outlines.
Ponytails and a cowboy hat
Blue shirt and pants
Orange velvet corset and boots
Red hat, handkerchief and suit
Blue shirt, tie and belt
Brown hat and chaps
Red frizzy hair, pants and boots
Red and brown t-shirt
Black hat, vest and pants
Orange shirt and red tie and glasses
Golden shoes and belt
The Extreme dancer is a man dressed up as a cowboy. He wears a black cowboy hat, a pair of black sunglasses, a red shirt with a black tie which is partially covered by a golden vest, black pants, and red shoes.
The routine takes place in front of a metallic fence. Fiery explosions also emerge from behind the fence at points in time. The Extreme version is slightly different.
There are 4 Gold Moves in the Classic routine: Gold Move 1: (Note that this wave gold move starts from the left to right.)
P1, put both your hands behind the head.
P2, put your right hand on your imaginary hat.
P3, put your hands on your hips.
P4, put your hands on your imaginary hat and look to the right side of the screen.
Gold Move 2:
P1 and P3, open your hands and slide to the left.
P2 and P4, put down your hands but then adjust your imaginary jacket/vest and slide to the right.
Gold Move 3: Raise your hands like if you are holding a gun, move them from the bottom left to the right side, and then bringing your forearm up to "shoot". Gold Move 4: (Note that this is the final move for the routine)
P1 and P3, cross your hands in front of you.
P2 and P4, put your right hand on your imaginary hat.
Gold Move 1
Gold Move 1 in-game
Gold Move 2
Gold Move 2 in-game
Gold Move 3
Gold Move 3 in-game
Gold Move 4
Gold Move 4 in-game
There are 5 Gold Moves in the Extreme routine: Gold Move 1: Put your right hand on your "hat". Gold Move 2: Put both of your fists on your chest from below. Gold Move 3: Raise your right arm and them put it down with strength. Gold Move 4: Raise your hands like if you are holding a gun, from the bottom left to the right side, and then pretend to shoot a gun, just like GM3 in the classic mode. Gold Move 5: Raise your right arm. This is the final move for the routine.
However, the latter also has a Beta pictogram, while the former hasn't got any.
The Extreme coach appears in the background of Uptown Funk.
In the Miss Understood Mashup, the extreme coach's first Gold Move does not have the Gold Move effect or the Gold Move Pictogram. It is counted as a normal move for all consoles with the exception of the Wii version, which counts it as a Gold Move even though there is a normal move Pictogram.
Dru Hill and Kool Moe Dee are not credited in the game, even though they are credited in other releases of the song.
When doing Gold Move 3 in the Classic routine, a part of the Gold Move effect is absent.
At the end of the routine, P4's left foot slides to the left.
When the cover for the Extreme version loads, the coach is seen with his glove on his left hand.
If you explore the Just Dance Now bundle archives, you can find 4 moves named wildwildwestquat_aurelie, wildwildwestquat_juli, wildwildwestquat_nick, and wildwildwestquat_yoan, hinting the name of the performers.