Ad Revenue

Imagine you're working for an advertising agency aiming to boost its revenue. Your goal is to efficiently align advertisements with users. Which metric should be your focus to maximize revenue: the click-through rate or the conversion rate? Additionally, which machine learning algorithm would be most suitable for this task?