Why do AI shopping assistants miss my products?

AI assistants recommend products they can parse. If your attributes are sparse, inconsistent, or written in supplier jargon instead of consumer language, the engine cannot match a shopper query like 'breathable summer dress under $80' to your SKU. Coverage gaps, missing taxonomy nodes, and unnormalized feeds are the common causes; enriching attributes at scale closes them.