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High-SKU merchants lose revenue when agents or search return dead stock or wrong variants. ShopGuide connects directly to the Shopify Catalog API for real-time product, variant, and inventory data. No overnight sync. No hallucinated availability. Just accurate guided shopping that protects AOV and cuts support tickets.