Officers responded to the store at the Whiteland Towne Center around 3:30 p.m. Tuesday.
They received a report of a man taking photos of young girls inside the store.
Police released surveillance images of a man considered a person of interest in the investigation.
Anyone with information is asked to contact West Whiteland police through their Crimewatch page.