Catalog completeness is not a metric — it is commerce infrastructure

Completeness is no longer a data hygiene score. It is the operational readiness signal that determines whether AI systems can enrich your catalog, marketplaces accept your listings, agents can sell your products, and autonomous workflows can execute without human intervention.