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Marketers have seen the world changing from billboards to digital ads. According to stats, India’s digital ad market is set to reach ₹59,200 crore by the end of 2025, with a 20.2% year-on-year growth rate. The transition has been massive and so have been the perpetrators who emerged to leverage this growing and money-making market. While digital advertising helped marketers reach a broader audience, vast geographical locations and track their campaign performances better, a silent stealer activity was also part of this growth — Ad Fraud. Earlier, mostly known as bot-driven traffic inflating metrics and stealing ad budgets has now become more complex and difficult to identify. According to an ANA report, 56.1% of the ad spend does not reach the intended consumers and could be wasted due to ad fraud and other pipeline issues. Over the years, ad fraud has evolved from just impressions and fake clicks. Today, it is capable of impacting the bottom-line of businesses. To combat sophisticated ad fraud techniques, digital marketers need a comprehensive solution to find anomalies in their ad campaigns and proactively take action to solve them. But before taking action, it is important to know the problem and how big it is. In this detailed ad fraud guide, we will break down everything for you to find answers to all your questions in one place. Ad Fraud in USA , Saudi Arabia, United Arab Emirates, India.