Performance marketers shouldn't train AI to imitate their own writing—they should train it using patterns from competitors' proven ads. By analyzing creatives with long run times, sustained spend, and validated messaging, marketers can use AI to generate stronger variations based on real market evidence instead of untested assumptions, leading to faster testing cycles and better campaign performance.