Yahoo! shielded itself from the report, claiming that its advertisers have not been charged for 12 to 15 percent of clicks because of the fraud.

Google, on the other hand, questioned the research’s findings and accused Click Forensics of inflating the figures in order to attract more business from advertisers. Google also said the fraud clicks have already been identified, and were never billed to advertisers.