During checkout, I put my desk location in the "nearest cross street" field, but left the overall delivery address alone (500 W Madison floor 21, etc). Looking at the receipt on grubhub.com, this didn't make it through, and it also didn't show up on the printed sticker. So, delivery didn't know where to deliver and had to ask me online.