...and then you see coffeemakers on Facebook for weeks. Its creepy. And as you suggest, ineffective. Whatever 1st-order ad-prediction algorithm they're using is clearly crap. How hard could it be to write something that predicts your next purchase based on a previous one? That could even be helpful.