Architecture 01 · Search-first

Ask for the exact car. Get instant inventory.

This version starts with a conversational search experience, then converts intent into vehicle results and API responses.

Find a black BMW X5 under $35k within 50 miles of NJ
Search 1,000 cars
2022 BMW X5 xDrive40i$34,900 · 42 mi
2021 Mercedes GLE$32,700 · 36 mi
2023 Audi Q7 Premium$39,100 · 61 mi
API response200 OK · 1000 records