Ad fraud refers to deceptive practices aimed at generating revenue by artificially inflating ad engagement metrics such as impressions, clicks, or conversions. It encompasses a variety of tactics, including pixel stuffing, ad stacking, or an excessive amount of ads being shown (so-called MFA “made for advertising” sites), that undermine the integrity of digital advertising efforts.