🚗 AI Fitment Filter — Reg Lookup ➜ Compatible Parts

Step 1 mocks a registration lookup API (fake data, simulated delay). Step 2 runs a real on-device Gemini Nano inference to filter a catalog of structured fitment data against the vehicle found.
⚠️ Open as a top-level page (not an embedded preview) for the Prompt API to be available.

Step 1 — Look up vehicle by registration (simulated API)

13-D-56789 07-C-1234 191-D-4432 162-KY-8890 142-G-5567

Step 2 — Find compatible parts

Vehicle (auto-filled from lookup, or type your own)

Catalog (10 SKUs)

SKU	Part	Fitment

Raw model output (debug)

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