It happened in Winnetka's downtown central business district. When the man was confronted, he implied he was making a delivery.
A brief struggle took place with one business owner before the man left.
Police released a sketch of the man. He's described as a black male in his mid-30s, 5 feet 8 inches tall, with a thin build, shaved or close-cropped hair.