The dancers are a family. There is a dad, daughter, son, and a mom.
Classic
P1
P1 is the father. He has a crew cut with a partially shaved beard, and wears the sweater from Gonna Make You Sweat (Everybody Dance Now) which is now black and red, black pants, and purple shoes.
P2
P2 is the daughter. She has poofy brown hair and wears an orange shirt, a blue skirt with overalls, purple socks, and red ankle boots.
P3
P3 is the son. He wears an orange cap, a yellow and purple sweater vest, a purple long sleeve shirt, orange pants, and purple sneakers.
P4
P4 is the mother. She has poofy yellow hair, and wears a sparkly blue top, an orange waistband, black pants, and red heels.
P1
P2
P3
P4
Extreme
The extreme dancer is a girl with black braided spider-like hair. She wears a yellow tie-up crop top, a blue sports bra, blue polka dot leggings, and blue, pink and yellow sneakers.
The Smurfs Dance Party
The dancer is the Smurfs' nemesis, Gargamel. He wears his trademark black robe and furry red boots.
Background
The background resembles a family house where you can see a door, a lamp, two couches, a centerpiece, a big window, stairs, a big TV and a picture of the family together. Some skyscrapers at nighttime can be seen out of the window.
Extreme
The normal Just Dance 2014 extreme background.
The Smurfs Dance Party
The background is a snapshot of the office seen in The Smurfs movie.
Gold Moves
Classic
There are 2 Gold Moves for each coach in the Classic routine: Gold Move 1 (P2): Open your arms. Gold Move 1 (P3): Shake your right hand. Gold Move 1 (P1 and P4): Make a half-circle with your hands. Gold Move 2: Put your hands up and shake them slightly.
There are 4 Gold Moves in the Extreme routine: Gold Moves 1, 2 and 3: Spin around (similar to Gold Moves 1, 2, and 4 of Superstition) Gold Move 4: Lift your right hand down.
There are 5 Gold Moves in the Mashup: Gold Moves 1, 2 and 5: Spin around with your hands outstretched. (Done withSuperstition) Gold Moves 3 and 4: Make a big circle with your hand. (Done with Crazy in Love)
This is the second Jackson 5 song in the series. The first was I Want You Back.
The dancers show up in American Girl when I was raised by a television is heard. It is a reference to the sitcom theme of the routine.
P2 messes up on quite a few moves.
The credited artist is Mick Jackson, but the singer they used for Just Dance 2014 was The Jackson 5's version.
Even though the Mashup is a "Sweat" Mashup, the Mashup only features one Sweat dancer.
This is the first song in the series to have both a Sweat Mashup and an Extreme routine.
On an image showing all of the avatars that are on Just Dance 2014 (see in Gallery), a beta version of Blame It on the Boogie’s avatar can be seen on there, and the avatar is missing is collar.