What's the difference between threaded rod and a continuous thread stud?
Dimensionally they are different products under different ASME standards. Threaded rods (inch series) are covered by ASME B18.31.3; continuous thread and double-end studs by ASME B18.31.2. The practical consequence is thread class: B18.31.3 furnishes Class 1A for UNC and UNF unless another class is specified, while B18.31.2 studs are required to meet Class 2A. So a 1/2"-13 B7 'rod' and a 1/2"-13 B7 'stud' can carry the same grade, size and finish and still fail the same submittal. If a catalog collapses the two into one record, it has lost the only field that distinguishes them.
Why does 'Galvanized' need a specification on the record?
Because the word names two coatings that behave differently. Zinc electroplating to ASTM F1941 (B633 on the nuts) puts on roughly 5 µm of zinc — an indoor finish. Hot-dip galvanizing to ASTM F2329 puts on roughly 50 µm and survives outdoors, buried and coastal. The thickness also changes assembly: F2329 does not permit chasing threads after galvanizing, so hot-dip rod is built to run with oversize-tapped nuts. A record that says only 'Galvanized' cannot tell a buyer whether the rod lasts outdoors, and cannot tell them which nut to order with it.
Which standards genuinely apply to threaded rod?
Dimensional: ASME B18.31.3 (inch threaded rods), ASME B18.31.2 (continuous thread and double-end studs), DIN 975 and DIN 976 (metric rod). Thread form: ASME B1.1 (inch), ASME B1.13M (metric). Material and mechanical: ASTM A307 Grade A for low-carbon rod, ASTM A193/A193M for B7, B8 and B8M, ASTM F1554 Grades 36/55/105 for anchor rods, ASTM F593 for stainless, ISO 898-1 classes for metric. Coating: ASTM F2329 (hot-dip), ASTM F1941 (electroplate). Standards that do not belong on a rod record: UL, NSF, NEMA, ATEX. If a supplier PDF claims one, it is an assembly-level claim, not a rod claim.
How do you keep the variant count under control?
You don't reduce it — you model it. One product concept, 1/2"-13 all-thread, legitimately spans A307 Grade A, A193 B7, F1554 Grade 55, 304 and 316, across plain, zinc-plated and hot-dip finishes, in 3, 6, 10 and 12 ft sticks plus cut lengths, in right- and left-hand, at Class 1A or 2A. Every one of those is a real, orderable, differently-priced item. The failure mode is not too many SKUs — it is SKUs whose distinguishing attributes are stranded in free-text descriptions, so the facet rail can only expose size and length and the buyer has to call the counter to resolve the rest.