They released a surveillance photo of the man and a second picture showing the car they believe he was driving.
It happened around 10 a.m. this past Sunday at the store in Beaver Creek Commons - off Highway 55 at US 64.
The man is described as a black or Hispanic male, 25-40 years of age, thin build, approximately 5'8 with an unkempt appearance. He was driving a blue station wagon or small SUV.
If you have any information please call Apex Police, Detective MacMonagle at (919) 362-8661 or you can send an anonymous text to Tip411 using keyword APEXPD.