AI Part Matching

Find local equivalents using full specifications.

Quick peek under the hood

The pains customers feel

  • Near-match chaos: confusing alternator PNs plague 1992 Toyota Aristo JZS147 owners.
  • Backorders: OEM plugs for a 1993 Mazda RX-7 FD3S take months.
  • Spec fog: aftermarket claims don’t list heat ranges, clearances, materials.

How Seibi handles it

  • PN → equivalents: AI suggests NGK plugs, Tomei pumps, Cusco braces when OEM is unavailable.
  • Confidence labels: Direct / cross / related matches so you know when to double-check.
  • Immediate sourcing: Cards filtered to your vehicle (e.g., 2001 Subaru Legacy GT-B).
  • Verified outputs: All suggestions map back to Seibi-verified trusted sellers.

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