Most AI visibility strategies rely on organic signals alone, overlooking one of the richest sources of buyer intelligence: competitor ads. By combining ad intelligence with Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO), marketers can build AI-optimized content around messaging that's already proven to convert—turning competitor campaigns into a blueprint for higher AI visibility and stronger business results.