The routine is performed by four different male dancers.
The first dancer has buzz-cut hair. He wears a purple fedora, a purple vest and a purple loose tie over a green button down shirt, gray pants, and green shoes. His outline is green. For the beginning of the verse, he straightened his tie.
The second dancer wears a purple cap, an orange leather jacket, a purple shirt, dark gray pants, and neon orange shoes. His outline is orange.
The third dancer resembles Mick Jagger. He has shoulder length black hair. He wears a red headband, dark aviator sunglasses, an opened red jacket with purple belts, Union Jack leggings, and black boots. His outline is red. He makes a reappearance in Y.M.C.A..
The fourth dancer has buzz-cut hair. He wears yellow shutter shade glasses, a purple and blue one-sleeved jacket with a cut-out shaped like tiger stripes, a light turquoise shirt, gray pants with multiple zipper pockets on each side, and purple and yellow sneakers. He ends the song. His outline is purple.
The background is based off the NBC reality show The Voice. The dance floor consists of a circular platform with colorful light-up panels behind, as well as the silhouette of an audience, and four judges on the turning chairs behind the panels.
Moves Like Jagger has a Mashup available for all consoles.
The background was different during production, as the song title was spelled in caps and in various colors on the big wall.
C1 appeared in the trailer for Gamescom. Near the end, he seems to do the choreography from the chorus, however he did not do it in the final gameplay.
The battle color scheme for C3 is used in Puppet Master Modes as a "Strike The Pose!" picture; however, his clothes are in a lighter shade of red, and his glove is yellow rather than pink.
30 Beta pictograms can be found in the Just Dance Now files. Many of them show moves that are actually part of the routine, but they have the same color as C3’s pictograms.
This may mean the coach was not meant to change his outfit during production.
This is also proven in the game trailer, where he performs moves that are assigned to C1 or C2.
C4 appears on the NTSC box art of Just Dance 4 with a different color scheme.
In Just Dance Unlimited, the audience’s applause was removed from the end of the routine for a short period of time. However, it was re-added during the 2017 system only.
In Just Dance 2015, C3’s avatar can be unlocked by achieving Level 1000 on the World Dance Floor.
His avatar has a different design from the one seen in Just Dance 2014, with his neck now visible right below his head in the avatar. This alteration was performed in Just Dance Wii U, and carried onto Just Dance 2015 and future games.
In Just Dance 2015, only the avatar of C3 is available.
In Just Dance 2016 however, C1 and C3’s avatars are available, along with a new avatar of C4.
In the shop of Just Dance 2015, the main coach’s silhouette can be seen on the song icons which do not load up.
Although Maneater is in her C2 color scheme (blue), her pictograms are still red.
This does not occur on the Wii version.
Puppet Master Mode
Moves Like Jagger (Pupper Master Mode) is the only Puppet Master Mode in Just Dance 4 with captions that appear more than once.
The Puppet Master Mode is sometimes affected by a glitch, where Oh No!’s "Goofy Skipping" appears as Maneater’s "Hypnotic Slaps".
The following anomalies can be noticed.
The coach fades in while walking from the left.
The pictograms from the caption "Hypnotic Slaps" are red in spite of the coach being in her blue form.