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High-SKU merchants waste months feeding product data into third-party AI systems only to get stale recommendations and missed long-tail sales. ShopGuide uses direct Shopify Catalog API access for real-time guided discovery. No vector database. No retraining cycles. Just accurate, intent-based guidance that turns customer questions into larger baskets and fewer support tickets.