Performance marketers can stay aggressive without crossing ethical or compliance boundaries by turning competitive ad spying into a structured, defensible intelligence process. This guide covers AI-powered monitoring, ethical data practices, governance guardrails, and practical workflows for using competitor insights to drive smarter performance decisions.