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A conversational shopping agent that stops ranking and starts identifying. Hit@10 1.0000, score 0.9531 against the baseline's 0.1067
AgentShelf helps brands turn basic product listings into AI-ready content that shopping assistants can understand, recommend, and rank with confidence.