The global digital marketplace is currently undergoing its most significant transformation since the transition from brick-and-mortar to digital storefronts. For decades, the industry operated under the "Search-First" paradigm, where consumer intent was captured through queries on platforms like Google or Amazon. However, the rise of tiktok e commerce has inverted this model, moving toward a "Discovery-First" architecture. This shift isn't merely a change in platform; it is