Drops are items that you can loot from the ground, left from monsters. If there is no NPC you received the item from, it is considered a drop item.
All drop items may include bonuses, upgrade item packs, etc. Some drops may be looted automatically and some cannot be looted at all.
Some drops are not available in stores. Here is a list of items that cannot be bought in stores (still upgrading):