The online ticketing industry faces significant challenges from ticket scalping, primarily due to the use of sophisticated bots that enable scalpers to acquire and resell tickets at inflated prices, costing UK consumers around £145 million annually. These bots not only facilitate scalping but also contribute to server crashes, content theft, payment fraud, and inventory manipulation, all of which undermine the user experience and business operations. Traditional security measures, such as CAPTCHAs and IP blocking, are largely ineffective against these modern bots, as they can convincingly mimic human behavior. However, the deployment of advanced real-time protection that leverages machine learning and shared intelligence has proven effective in stopping these attacks swiftly, offering a viable solution to protect both businesses and customers from the detrimental effects of ticket scalping.