Northern Hydraulics sells JIC and NPT fittings, adapters, and assemblies to engineers and MRO buyers. They had ~8,500 SKUs across 150+ categories and almost no editorial layer. A buyer searching how to size a JIC swivel or why an NPT seal weeps landed on a manufacturer’s page. Northern wasn’t in that conversation. The distributor was invisible at the question stage.
When we picked up content, the catalog rebuild was already in flight and the SKU pages were getting structured. What was missing was the layer above the SKUs: the reference content engineers read before they buy. We set a baseline. Informational and pillar pages drove a small, flat slice of organic sessions, and on six core category terms the top AI-Overview answers cited the manufacturers rather than the distributor selling the part.