By creating fake traffic, fake installs, fake audiences, or other fake metrics, fraudulent ad publishers are able to charge marketers for ads that never took place or were never successful. For example, they can show your ad in a 1×1 pixel that nobody is actually able to see (but you get the impressions) or insert replacement ads hijacking your paid ad spot on a website and generating revenue for the hijacker instead.