It happened around 4:30 p.m. Sunday on the 800 block of Woodcrest Drive.
The suspect is later seen entering the CVS on Route 8 at Salisbury Road in Dover.
Authorities say he used the victim's credit cards at the store.
Anyone with information can call Delaware Crime Stoppers at 1-800-847-3333.