In the dynamic world of digital marketing, ad fraud has emerged as a pervasive obstacle, eroding advertiser ROI and distorting campaign performance. This comprehensive guide aims to expose the multifaceted nature of ad fraud, providing a comparative analysis of common tactics employed by fraudsters.