It is for sellers who imported products quickly to get trading, brands that received thin supplier data, and stores preparing for search filters, marketplaces or advertising, where incomplete data quietly loses sales. If customers cannot filter by size, material or category, or if your own team cannot tell one variant from another, your data needs enrichment, not just more products. The exact problems this service solvesMissing attributes create friction at every step. A shopper searching for cotton shirts will not find a shirt whose material field is empty. Categories assigned inconsistently mean similar products appear in different places, while colors written as BLK, Black and black in different rows break filters and look unprofessional.