Why not show a box to users on the website saying, "It looks like you came from xyz, we'll pay them 4% of this sale. Is it wrong? Click here to report it."
People are funny and the slightest distraction might skunk the sale. Not for most, but for a few percent.
I watched my grandmother purchase something online and it was revealing how much time it took and how much she struggled. Something that took 10 seconds for me took her 15 minutes. Amazon wants those sales too.