They will deliver to luggage services where you will need to collect it. They are now charging a $5 fee per delivery box, too, so it's likely you'll have that fee as well.
We used Amazon Prime Now (2 hour delivery window) for a pretty large order when we arrived on Aug 31. Bell Services brought it up and I tipped him (no fee). It was really good prices and easy!