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High-SKU Shopify stores lose sales when customers do not know the exact product name or filter combination. ShopGuide uses clarifying questions to turn vague intent into precise matches from the live Catalog API. No filter wall. No zero results. Just the on-page agent doing the work a good floor person would do.