E-commerce auto parts catalogs
Catalog teams need consistent naming, image context, and filter-family grouping so searchers can move from Mann oil filter lookup to a practical product route. The key requirement is clarity: the category should stay broad enough for user navigation while remaining specific enough to support air, oil, fuel, and cabin filter choices.