Ad Fraud

Ad fraud is the practice of fraudulently representing online advertising impressions, clicks, or conversions to collect advertising revenue without delivering genuine audience engagement. It costs the digital advertising industry tens of billions of dollars annually and affects creator monetization by reducing the value of legitimate ad inventory. Common forms include bot traffic, click fraud, domain spoofing, and ad stacking.