To do that you have to give up more information about what you actually bought which IMO is an even bigger privacy issue than what we're currently giving away.
I think it's reasonable for the ad industry to assume that you bought the belt once you abruptly stopped showing interest in comparing belts for a couple of days. No access to purchase history needed.