LLMs Misunderstand Luxury Brands. How to Optimize your Marketing Strategy for AI.
As AI agents and LLMs increasingly mediate consumer choice, new research shows how AI search rewrites how luxury brands are interpreted and ranked. To compete in the generative engine optimization era, brands must rigorously test AI perceptions across the 4Ps and deliberately encode precise, machine-legible luxury cues across all digital touchpoints.
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