Parts catalog
How to use this page — click to expand
Aftermarket Catalog 1 — browse the full year · make · model catalog across 50+ makes. Pick the vehicle, drill into the category, click any part number, and we match it against your shelf in real time.
Aftermarket Catalog 2 — type any part number (OEM, yours, or a competitor's) to see every aftermarket equivalent and which ones are on your shelf.
OEM Catalog — the exact original-equipment factory part numbers for 50+ makes via VIN or chassis number. Use when the customer says "I need the exact factory part."
Original-equipment factory catalog — 50+ makes. Use the embedded catalog below for full VIN drill-down. The quick VIN shortcut on the right gives you a fast OEM lookup if you don't need to browse the full diagram.
Type what the customer says — we'll find the closest part in stock.
Wrong dash? Missing prefix? Typo? Doesn't matter. The customer says "QC1414", your shelf says "WAG-QC1414": we still find it.
When we're very sure (≥85%) we'll add it straight to the sale. Less sure, we ask "did you mean…?". No match in stock? We offer to special-order it.
How it works under the hood (for admins)
Two-stage matcher: trigram similarity for fast deterministic candidates, then Claude Haiku ranks the top 5 for context. Confidence cutoffs: ≥85% auto-add · 65-85% suggest · <65% special order.
Aftermarket Catalog 1 — full year · make · model browse, 50+ makes. Pick the vehicle, drill into the part category, and click any part number. We'll match it against your shelf in real time and offer to add it to the active sale.
Aftermarket Catalog 2 — part number to cross-references, matched against your shelf. Enter any part number (OEM, yours, or a competitor's) to see every aftermarket equivalent and which ones are on your shelf — or switch to vehicle browse.