GEO Optimization: The content marketing world faces a fundamental dilemma: those who strategically optimize their content for AI citations risk being falsely flagged as machine-generated by AI detectors. This chicken-and-egg problem challenges the foundations of Generative Engine Optimization (GEO) and raises critical questions about the future of authentic content creation.