In the last ten years, there have been considerable advancements in pay-per-click (PPC) advertising. A task that used to be manual and centered on keywords has evolved into a data-driven, AI-enhanced ecosystem in which success hinges on speed, scale, and accuracy. Automated bidding strategies are at the core of this transformation. These robust tools aim to assist advertisers in maximizing…