As AI search reduces the visibility and measurability of traditional organic rankings, SEO spying is becoming less reliable for competitive intelligence. Paid advertising, however, remains the last transparent, self-validating signal of market strategy. By monitoring competitors' live ads, media allocation, and messaging, performance marketers can uncover actionable insights that AI-driven search cannot reveal.