The theft happened at the Rite Aid store on Blackwood-Clementon Road at 9:00 a.m. on Sunday.
Police in Gloucester Township released surveillance video on Wednesday morning showing the two suspects.
Investigators say the pair, a black male and a black female both about 20 years old, entered the store carrying handbags.
The two placed several items in the handbags, getting away with more than $200 in merchandise.
At about one minute into the video, the male suspect begins to dance, apparently unaware his performance was being recorded.
Anyone with information on these suspects is asked to contact Gloucester Township's anonymous tip line at 856-842-5560, their main number at 856-228-4500 or email firstname.lastname@example.org.