Executive Summary: We analyze the "Category Trap"—the long-term, systemic impact of misclassified listings on brand equity and marketing data integrity. When fakes are hidden in plain sight, they pollute your search results and skew your market analytics, leading to "Strategic Blindness." This post explores why