The digital marketing landscape is constantly transforming, presenting both opportunities and obstacles. One of the most significant challenges facing advertisers today is ad fraud, a pervasive concern that can waste advertising budgets and undermine brand image. To combat this growing menace, it's essential to analyze the various types of ad fraud

Banner ads are a prevalent type of online advertising that appear on websites. They come in various formats, from small rectangular elements to larger, spanning banners that dominate the page. These media aim to capture users' interest and promote products, services, or brands. Traditionally, banner ads are static graphics However, recent trends h