Amazon's Choice Badge: Pick Rules, Shopper Trust and Seller Incentives

Design Amazon's Choice, the label Amazon places on a product to mark it as the recommended pick for what a shopper is looking for. Explain who it is for, how a product earns it, how shoppers encounter it, and how you would know it is working. ```hint Earn the shopper's trust Start from a shopper facing a page of nearly identical listings. Ask what the label has to promise for them to buy on its word, and what would make them stop believing it. ``` ### Clarifying Questions - Should I design it as a new feature, or evaluate and improve the version shoppers see today? - Is the pick tied to a specific search or need, or is it a property of the product everywhere it appears? - Is voice shopping, where the shopper cannot see a list, in scope alongside the website and app? - Can sellers apply or pay for the label, or must it be earned only from the product's performance? ### What a Strong Answer Covers - The shopper problem the label solves, the segment it targets first, and Amazon's business goal for it - Eligibility and selection rules: the signals used, the scope of each pick, refresh and revocation, and defenses against manipulation - The shopper experience: where the label appears, how it explains itself, and how it works without a screen - A primary success metric with guardrails on returns, trust and fairness to sellers - Risks such as perceived favoritism toward Amazon's own brands, fake reviews and a wrong pick bought by voice ### Follow-up Questions - The best candidate for a search is an Amazon private-label product. Do you award it, and how do you show that is fair? - How would you know the label is steering shoppers toward products they later return? - Should the label appear at all when no product clearly beats the others for a search?