There is a sticker yes, and a folded page in a plastic bag attached to the package.
Whatever you want to call that piece of paper, the customs officer referred to as an invoice and use it to calculate the taxes I paid.
 

Besides, it says right on top of it: COMMERCIAL INVOICE.



I am curious, what made you think that there is no commercial invoice outside or inside the package ?