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Data: aggregated public studies, normalized for Shopify · Updated June 2026
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We aggregate public ecommerce studies (Baymard, IRP Commerce, Littledata, Klaviyo and others), normalize them for Shopify stores, and express each benchmark as an honest typical range. Refreshed regularly.