written at vindex.vin

One YMMTS spine — year, make, model, trim, style — with every industry data provider's IDs and trim, style, color, and option codes cross-mapped between all of them.

2 pieces posted · vindex.vin/blog

blogs.vin — every door's pieces, one periodical

2026-07-26How do I map a vehicle ID between Chrome, KBB, Edmunds, and vPIC?Vindex maps each provider's vehicle ID onto one YMMTS spine and to each other, with coverage reported per provider pair — so one provider's ID resolves into another's.
2026-07-26Why does the same car have a different ID at every data provider?Every provider built its own catalog with its own keys, so the same car carries a different trim, style, color, and option code at each one — there was never a shared identifier.