Comment by zvqcMMV6Zcr

There were some dedicated submissions about ad fraud on HN. In long term companies tend to reach equilibrium, where both reducing and increasing ad budget decreases profit. It is a classic prisoners dilemma, giving up on ads with poor ROI would be obvious decision if it wasn't for competitors who will benefit both from some actual conversions and lower bids for domain specific keywords.