In the dynamic world of digital marketing, ad fraud has emerged as a pervasive challenge, eroding advertiser ROI and manipulating campaign performance. This thorough guide aims to expose the multifaceted nature of ad fraud, providing a comparative analysis of prevalent tactics employed by criminals. From click generation to phantom impressions, we'