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Recommendation systems power much of today’s digital economy — from Netflix’s movie suggestions to Amazon’s “customers also bought” prompts. In e-commerce, these systems directly shape sales outcomes, with Amazon attributing 35% of its online revenue to recommendations alone. Yet, most small and mid-sized retailers lack access to such technology. Existing solutions on platforms like Shopify…