The author tested CatalogPulse with an independent D2C shoe and apparel store, and the flagship product page scored 65 (grade C); the store actually sells 6 sizes, but the Shopify theme only output the default variant in the root Offer node and did not declare the gtin13 attribute; the SerpApi panel showed a secondhand reseller on Poshmark listing the same item at half price.