Guardrail Metrics for Amazon's Recommender System Optimization

Amazon plans to enhance its product recommendation engine to increase conversion rates. However, there's a risk that focusing on this metric might negatively impact customer satisfaction and long-term retention. As a product manager, identify counter-metrics or guardrails to ensure this optimization doesn't lead to negative outcomes. Do not propose changes to the recommendation algorithm yet; focus solely on selecting and defending metrics.

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