Brand name normalization rules: how businesses standardize brand data for accuracy and consistency
Brand names appear everywhere: product catalogs, CRM systems, marketing dashboards, financial records, and search engines. Yet the same brand rarely shows up in one clean format. One database may store “Apple Inc.” while another lists “APPLE” and a third records “Apple Company.” Systems treat each version as a separate entity, which leads to duplicate records,…