Officers say the pair put $1,500 worth of merchandise into a basket and walked out of the Ulta store in Mount Laurel, New Jersey.
It happened on Wednesday.
Police say the suspects drove off in a black Honda Accord with Pennsylvania tags.
Anyone with information on this incident is asked to call the police.