It happened on South Street back on June 19th.
Police say the man was delivering an order from Dominos Pizza on 7th and South when a group started following him.
As the man turned up 8th Street toward Lombard, police say the group attacked him and took his food order.
The delivery man wasn't seriously hurt.
Police are asking anyone with information to call them.