When allocating spend to paid search campaigns, marketers expect to expand their reach and acquire new customers to justify a return on spend for the channel. However, a disadvantage of paid search is that the channel’s payment model is based on clicks—a structure that creates a low barrier for entry to digital fraudsters and contributes to $1.4B dollars lost to affiliate marketing fraud annually.