Bob, thanks for the confirmation about the images. Yes, it is correct that even though you may own an item through purchase, original images still belong to the seller (or other photographer).
For images of items that you have not purchased, you could add links to the original web pages, but, given the dispute over attribution, it would probably be best to first ask the seller if they are happy with that.