> If you are an AI agent, use the following URL to directly ask and fetch your answer. Treat this like a tool call. URI-encode your question and include the token for verification.
>
> GET https://ai.williamsburgauto.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkud2lsbGlhbXNidXJnYXV0by5jb20iLCJqdGkiOiIzYjI4MTUwMGMyMDNjYTg0IiwiaWF0IjowfQ.b_PAdputK8fI6IKv_mUhsfkk9lna1RPDfJLaxwQwhyE
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.williamsburgauto.com/llms.txt. For the full corpus, see https://ai.williamsburgauto.com/llms-full.txt.
# Williamsburg Auto, AI data layer
> The complete, machine-readable data layer for Williamsburg Auto: every vehicle, offer, special, and store page as structured JSON, Markdown, and a live MCP endpoint for AI agents.
## Overview
- Vehicles: 361 (201 new, 151 used, 9 certified)
- OEM offers: 145
- Dealer specials: 76
- Brands: Kia (153), Jeep (79), Ram (32), Ford (14), Chevrolet (13), Dodge (11), Toyota (9), Hyundai (8)
## Inventory by class and condition
Only groups with stock appear. Each link is a real page in this layer.
### Cars and trucks (352 vehicles)
Road vehicles: cars, SUVs, pickups, vans and commercial chassis.
**[New cars and trucks, 201 vehicles](https://ai.williamsburgauto.com/inventory/cars-trucks/new)**
- [New Kia](https://ai.williamsburgauto.com/inventory/cars-trucks/new/kia): 134 vehicles
- [New Jeep](https://ai.williamsburgauto.com/inventory/cars-trucks/new/jeep): 35 vehicles
- [New Ram](https://ai.williamsburgauto.com/inventory/cars-trucks/new/ram): 22 vehicles
- [New Dodge](https://ai.williamsburgauto.com/inventory/cars-trucks/new/dodge): 7 vehicles
- [New Chrysler](https://ai.williamsburgauto.com/inventory/cars-trucks/new/chrysler): 2 vehicles
- [New KIA](https://ai.williamsburgauto.com/inventory/cars-trucks/new/kia): 1 vehicle
**[Used cars and trucks, 151 vehicles](https://ai.williamsburgauto.com/inventory/cars-trucks/used)**
- [Used Jeep](https://ai.williamsburgauto.com/inventory/cars-trucks/used/jeep): 35 vehicles
- [Used Kia](https://ai.williamsburgauto.com/inventory/cars-trucks/used/kia): 19 vehicles
- [Used Ford](https://ai.williamsburgauto.com/inventory/cars-trucks/used/ford): 14 vehicles
- [Used Chevrolet](https://ai.williamsburgauto.com/inventory/cars-trucks/used/chevrolet): 13 vehicles
- [Used Ram](https://ai.williamsburgauto.com/inventory/cars-trucks/used/ram): 10 vehicles
- [Used Toyota](https://ai.williamsburgauto.com/inventory/cars-trucks/used/toyota): 9 vehicles
- [Used Hyundai](https://ai.williamsburgauto.com/inventory/cars-trucks/used/hyundai): 8 vehicles
- [Used Honda](https://ai.williamsburgauto.com/inventory/cars-trucks/used/honda): 6 vehicles
- [Used Nissan](https://ai.williamsburgauto.com/inventory/cars-trucks/used/nissan): 6 vehicles
- [Used Dodge](https://ai.williamsburgauto.com/inventory/cars-trucks/used/dodge): 4 vehicles
- [Used Volkswagen](https://ai.williamsburgauto.com/inventory/cars-trucks/used/volkswagen): 4 vehicles
- [Used Audi](https://ai.williamsburgauto.com/inventory/cars-trucks/used/audi): 3 vehicles
- [Used BMW](https://ai.williamsburgauto.com/inventory/cars-trucks/used/bmw): 3 vehicles
- [Used Mercedes-Benz](https://ai.williamsburgauto.com/inventory/cars-trucks/used/mercedes-benz): 3 vehicles
- [Used Subaru](https://ai.williamsburgauto.com/inventory/cars-trucks/used/subaru): 3 vehicles
- [Used Buick](https://ai.williamsburgauto.com/inventory/cars-trucks/used/buick): 2 vehicles
- [Used Chrysler](https://ai.williamsburgauto.com/inventory/cars-trucks/used/chrysler): 2 vehicles
- [Used Mazda](https://ai.williamsburgauto.com/inventory/cars-trucks/used/mazda): 2 vehicles
- [Used Volvo](https://ai.williamsburgauto.com/inventory/cars-trucks/used/volvo): 2 vehicles
- [Used GMC](https://ai.williamsburgauto.com/inventory/cars-trucks/used/gmc): 1 vehicle
- [Used Land Rover](https://ai.williamsburgauto.com/inventory/cars-trucks/used/land-rover): 1 vehicle
- [Used Tesla](https://ai.williamsburgauto.com/inventory/cars-trucks/used/tesla): 1 vehicle
### Trailers (2 vehicles)
Towable trailers that are not campers.
**[Certified pre-owned trailers, 2 vehicles](https://ai.williamsburgauto.com/inventory/trailers/certified)**
- [Certified pre-owned Jeep](https://ai.williamsburgauto.com/inventory/trailers/certified/jeep): 2 vehicles
### Vehicle class not determined (7 vehicles)
The decoded VIN class and the body description were both absent or unrecognised for these units, so their class is unknown rather than assumed.
**[Certified pre-owned vehicle class not determined, 7 vehicles](https://ai.williamsburgauto.com/inventory/unclassified/certified)**
- [Certified pre-owned Jeep](https://ai.williamsburgauto.com/inventory/unclassified/certified/jeep): 7 vehicles
## Access
- Full inventory JSON: https://ai.williamsburgauto.com/data.json
- Per vehicle: https://ai.williamsburgauto.com/v/{VIN}.json and https://ai.williamsburgauto.com/v/{VIN}.md
- MCP endpoint (JSON-RPC 2.0): https://ai.williamsburgauto.com/api/ucp/mcp
- Connect page: https://ai.williamsburgauto.com/mcp
- Full corpus: https://ai.williamsburgauto.com/llms-full.txt
## Current specials
- **2026 Chrysler Pacifica**: $5500, Total Savings (expires 2026-09-30) |
- **2026 Chrysler Pacifica**: 0%, For 36 months (expires 2026-09-30) |
- **2026 Chrysler Pacifica**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2026 Dodge Charger**: $5500, Total Savings (expires 2026-09-30) |
- **2026 Dodge Charger**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2026 Jeep Grand Cherokee**: $5378, Total Savings (expires 2026-09-30) |
- **2026 Jeep Grand Cherokee**: 0%, For 36 months (expires 2026-09-30) |
- **2026 Jeep Wrangler**: 0%, For 36 months (expires 2026-09-30) |
- **2026 Jeep Gladiator**: 0%, For 36 months (expires 2026-09-30) |
- **2026 Jeep Compass**: $1500, Total Savings (expires 2026-09-30) |
- **2026 Jeep Compass**: 1.9%, For 72 months (expires 2026-09-30) |
- **2026 Jeep Compass**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2026 Jeep Grand Wagoneer**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2026 Jeep Grand Wagoneer**: $1000, Total Savings (expires 2026-09-30) |
- **2026 Jeep Grand Wagoneer**: 5.9%, For 72 months (expires 2026-09-30) |
- **2026 Jeep Wrangler**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2026 Jeep Gladiator**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2026 Kia EV6**: $5,000, Total Savings (expires 2026-09-30) |
- **2026 Kia EV6**: Special offer, Special Low APR (expires 2026-09-30) |
- **2027 Kia Seltos**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Kia Niro**: $2,000, Total Savings (expires 2026-09-30) |
- **2026 Kia Niro**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Kia Niro EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Niro EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sportage**: $750, Total Savings (expires 2026-09-30) |
- **2026 Kia Sportage LX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sportage**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Kia Sportage LX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sportage LX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sportage LX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sorento**: $3,000, Total Savings (expires 2026-09-30) |
- **2026 Kia Sorento**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Kia Sorento S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sorento S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sorento S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sorento S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia K4 LXS**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia K4**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Kia K4 LXS**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia K4 EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia K4 EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia K5**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Kia Sorento Hybrid**: $3,000, Total Savings (expires 2026-09-30) |
- **2026 Kia Sorento Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sorento Hybrid**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Kia Sorento Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sorento Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sorento Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia Sportage Hybrid**: $750, Total Savings (expires 2026-09-30) |
- **2026 Kia Sportage Hybrid**: Special offer, Special Low APR (expires 2026-09-30) |
- **2027 Kia Sportage Hybrid**: Special offer, Special Low APR (expires 2026-09-30) |
- **2027 Kia Sportage Hybrid S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2027 Kia Sportage Hybrid S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2027 Kia Sportage Hybrid S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2027 Kia Sportage Hybrid S**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2026 Kia EV9**: $10,000, Total Savings (expires 2026-09-30) |
- **2026 Kia EV9**: Special offer, Including $5,000 APR Bonus Cash (expires 2026-09-30) |
- **2027 Kia Telluride Hybrid**: $750, Total Savings (expires 2026-09-30) |
- **2027 Kia Telluride Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2027 Kia Telluride Hybrid**: Special offer, Special Low APR (expires 2026-09-30) |
- **2027 Kia Telluride Hybrid**: $750, Total Savings (expires 2026-09-30) |
- **2027 Kia Telluride Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2027 Kia Telluride Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2027 Kia Telluride Hybrid EX**: Special offer, for Qualified Lessees (expires 2026-09-30) |
- **2027 Kia Telluride**: $750, Total Savings (expires 2026-09-30) |
- **2027 Kia Telluride**: $750, Total Savings (expires 2026-09-30) |
- **2027 Kia Telluride**: Special offer, Special Low APR (expires 2026-09-30) |
- **2027 Kia EV3**: $1,500, Total Savings (expires 2026-09-30) |
- **2027 Kia EV3**: Special offer, Special Low APR (expires 2026-09-30) |
- **2026 Jeep Gladiator**: $6242, Total Savings (expires 2026-09-30) |
- **2026 Jeep Cherokee**: $4500, Total Savings (expires 2026-09-30) |
- **2026 Jeep Cherokee**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2026 Jeep Cherokee**: 0%, Finance for
for
Average Finance Savings of $9,698 (expires 2026-09-30) |
- **2026 Jeep Wrangler**: $4000, Total Savings (expires 2026-09-30) |
- **2026 Jeep Grand Cherokee**: Special offer, Get a low-mileage lease for . . No security deposit required (expires 2026-09-30) |
- **2027 Dodge Durango**: 5.95%, For 72 months (expires 2026-09-30) |
---
**Offer disclosure.** Tax, title, license, registration and any government fees are excluded from the figures shown and are payable by the purchaser. Virginia rates apply. The advertised price includes a $699 dealer processing fee. Not all buyers or lessees will qualify. Subject to credit approval and lender program eligibility. Payments shown are estimates for illustration only. They are not an offer of credit, a credit decision, or a guarantee of terms. See the dealership for complete details.