Mandatory attributes are product information that a target system strictly requires for publication. A marketplace may require brand, manufacturer, GTIN, colour or dimensions, for example; if one of them is missing, the product is rejected or not listed at all. ainavio distinguishes between mandatory, recommended and optional attributes and prevents publication as long as mandatory information is missing. Before every export, ainavio checks completeness against the requirements of the respective channel.
ainavio is the agentic workspace for product data: ten AI agents research, classify, enrich, map, check and publish – under your control.
