The dancer is a man. He wears a backwards golden cap, black sunglasses, a gold jacket, a red and white button down shirt, black skinny jeans, a silver necklace, and gold sneakers.
The dancers in the couple version are a man and a woman.
P1 has short black hair and wears a red blazer, an orange dress shirt with a black tie, blue pants, and black shoes.
P2 has shoulder-length black hair and wears an orange studded sleeveless dress with a pink waistband, black pantyhose, and pink heels.
The background starts off on a swirled backdrop with silhouetted women dancing seductively. The backdrop fades from red to pink to blue. Just before the chorus starts, a woman walks forward, revealed to be a void for the man to enter. During each of the choruses, the background features square and diamond lights, mainly being red, purple, gold and white. Silhouetted women that match the colors dance around with the man. Just before the second verse, red striped lines flow to the right, with another female void coming forth. Inward are various silhouetted women lying seductively, with another void walking forth. At the third verse, the silhouettes stand halfway out of the ground; they are shushing and flowing their arms. Near the end of the song, the background returns to the swirled backdrop.
The couple version is showcased with a large colored panel that switches between turquoise and pink. Octagon-shaped pebbles surround the screen and the dancers' silhouettes are visible on it. At the third verse, the screen pans away, with stage lights shining.
There are 2 Gold Moves in the Classic routine: Both: While tapping your right shoulder, punch downward.
Both Gold Moves
Both Gold Moves in-game
There are 3 Gold Moves in the Couple Version routine: Gold Moves 1 and 2: Push the air with both hands. Gold Move 3: Pump up both arms.
Gold Moves 1 and 2
Gold Move 3
Gold Moves 1 and 2 in-game
Gold Move 3 in-game
There are 2 Gold Moves in the Mashup: Gold Move 1: Put your right hand over your right eye. (Just Dance) Gold Move 2: Clap twice in top right corner. (Maps)
Want To Want Me has a Mashup that can be unlocked and played through the Just Dance Unlimited service in November. The Mashup does not have a particular theme, but it only features female dancers.
[GM#] - indicates the occurrence of a Gold Move; the pound sign indicates the chronological appearance of the Gold Move in the Mashup.
The avatar extremely resembles the one for Kiss Kiss.
The dancer is portrayed by Jerky Jessy, who is also the choreographer of this routine. He also performed for various other routines, such as the backup dancers from Hey Mama, P2 from Let's Groove and Happy.
Behind Jason Derulo's performance at E3, the full gameplay can be seen without the pictograms, scoring, and level bar. This marks the first time the full gameplay has been "revealed" by official material before the game's release.
During the E3 press conference announcement of the song, Aisha Tyler slipped up, and said the song was a "huge sh*t", but supposedly meant "huge hit".
Jason Derulo said in an interview that he is a fan of the game and he plays it with his niece.
Thus, Jason Derulo is the first fan of Just Dance to have a song featured in the series.
A Beta pictogram for this song is accidentally used in the Mashup of Let's Groove.
The Mashup of this song is also the first Just Dance Unlimited exclusive Mashup to only feature female dancers. It was later followed by No Control’s Mashup.
When the Mashup was first released, the background did not move for some reason, and the color of the background did not change when the dancer switched to the next. This was fixed on December 21st, 2015.
The ESRB Rating summary references the background of this song.
The background is a part of the reason for the "Mild Suggestive Themes" rating.
The Classic routine of the song was featured in an episode of iZombie.