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As AI changes how consumers discover, evaluate, and choose products. the competitive advantage is shifting from visibility to relevance. Join Michael Komasinski as he examines the infrastructure that determines which products get suggested, which brands get surfaced, and which retailers capture attention at the moment of decision. Michael will explore how brands can prepare for a future where growth depends not just on being seen, but on helping AI assistants make more relevant recommendations.

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