LLM recommendation systems show strong bias toward well-known brands that can be overcome by small rating advantages or authority marketing claims, creating a social dilemma when multiple brands optimize.
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Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems
LLM recommendation systems show strong bias toward well-known brands that can be overcome by small rating advantages or authority marketing claims, creating a social dilemma when multiple brands optimize.