AI search visibility is rapidly becoming one of the most valuable acquisition channels in digital marketing, but most brands are approaching it the wrong way. Instead of blindly creating AI-optimized content, marketers should adopt a competitive intelligence mindset—analyzing which competitors already dominate AI citations, understanding why they win, and reverse-engineering their strategies before investing in content production. This guide outlines a practical five-step framework for uncovering AI search opportunities and building a sustainable advantage.