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Pre-launch demo: Products, stores and prices shown are sample data and are not live retailer offers.

How Rankings Work

Recommendations may consider item price, total estimated cost, shipping, delivery speed, availability, seller ratings, product suitability and the requirements you describe.\n\nAffiliate commission is never an input to organic ranking, and our ranking code does not read commission data. If we ever introduce paid placements, they will be labelled Sponsored and shown separately from organic recommendations.

Last updated 8/31/2026