But why would I need a recommendation engine to show me ads for the thing I just bought, even in that scenario because I've got it in my hand and like it, so I'll just order another one like I did two days ago.
Buying something is the strongest marker of interest in a product. The fact that you bought it might be an invasion of privacy, but a strong indicator of interest in a product isn't, per se.
<shrug>