When buying gambling traffic, it's crucial to monitor key performance indicators (KPIs) such as click-through rates, conversion rates, return on investment (ROI), and customer acquisition cost (CAC). Additionally, tracking user engagement, bounce rates, and session durations can help you assess the quality of traffic.