The Challenge
Large catalogs aggregate vendor feeds with repeated or near-identical images for the same SKU. Manual QA misses near-duplicate images, causing duplicate listings, thin content, and e-commerce SEO cannibalization. Inconsistent titles and attributes across sellers also break filters and trigger marketplace compliance issues - slowing time-to-list and confusing shoppers.