Advertisers and brands are expected to lose an estimated $50 billion as a result of ad fraud by 2025, with one of the most problematic types of ad fraud involving bots designed to mimic human behaviors. Using bots, fraudsters can imitate clicks and engagement KPIs on ad campaigns, wreaking havoc for mobile ad vendors and the advertisers that work with them. So what’s the solution? Firms like Unbotify are pioneering a new approach to bot detection and digital fraud prevention using artificial intelligence and machine learning. Unbotify’s solution analyzes human behavior patterns within websites’ and mobile apps’ user flows in order to differentiate between bots and humans.
Mobile advertising analytics platforms are helping brands and agencies make better sense of the streams of data flowing in from their hyperlocal campaigns. More than half of marketing executives surveyed by Forbes Insights said they’re already using analytics to measure marketing campaign returns, and more than seven-in-10 expect to increase their reliance on data analytics […]