Purchase advisor and drop ship

So we just had a couple of parts that we have only purchased through drop ship. They do not show up like we have ever purchased them in the purchase advisor even though we have. The help documentation sounds like it’s looking for a receipt entry which it wouldn’t have because it didn’t come here. Has anyone else noticed this? Anyone have a workaround other than just looking in Part tran history?