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A company achieved a 96% reduction in cost per acquisition (CPA) by changing its focus from optimizing for link clicks to optimizing for actual purchases. This shift allowed the algorithm to target potential buyers more effectively, demonstrating the importance of aligning ad metrics with business outcomes.