# Williamsburg Auto, AI data layer

350 vehicles at 3012 Richmond Road, Williamsburg, VA 23185, structured for AI agents. Data refreshed Nov 3, 6:22 AM ET.

- Dealer: Williamsburg Auto, 3012 Richmond Road, Williamsburg, VA 23185, (757) 229-1050
- Website: https://www.williamsburgauto.com
- In stock: 350 (222 new · 128 used)
- Factory options: 0 vehicles with every option itemized and priced
- Factory window stickers: 328
- Live offers: 350 OEM incentives, 29 dealer specials
- Manufacturer rebates: matched to 21 new vehicles, each car's own conditions applied
- Agent tools: 23 over MCP, no key needed to read
- Pricing: advertised prices include the $699 dealer processing fee; tax, title and registration extra

## Connect

- **MCP server**: https://www.williamsburgauto.com/api/ucp/mcp (Claude, ChatGPT, Cursor and any MCP client. 23 tools, streamable HTTP.)
- **llms.txt**: https://www.williamsburgauto.com/llms.txt (The short summary answer engines read first.)
- **Full inventory**: https://www.williamsburgauto.com/data.json (Every vehicle with price, mileage and photos, in one JSON file.)
- **OpenAPI**: https://www.williamsburgauto.com/openapi.json (The same tools as a REST description, for agents that do not speak MCP.)
- **Agent card**: https://www.williamsburgauto.com/.well-known/agent-card.json (A2A discovery: who this agent is and what it can do.)
- **This page in Markdown**: https://www.williamsburgauto.com/ai/index.md (Everything here as plain text, for a model's context window.)

## Featured vehicles

| Vehicle | Condition | Price | Mileage | VIN | Link |
|---|---|---|---|---|---|
| 2026 Jeep Grand Cherokee Limited | new | $48,334 | New | 1C4RJHBR2TC304531 | https://www.williamsburgauto.com/vehicle/new-2026-jeep-grand_cherokee/1C4RJHBR2TC304531 |
| 2026 Chrysler Pacifica Limited | new | $47,824 | New | 2C4RC3GG1TR242227 | https://www.williamsburgauto.com/vehicle/new-2026-chrysler-pacifica/2C4RC3GG1TR242227 |
| 2026 Dodge Charger Scat Pack | new | $54,306 | New | 2C3CDARP6TR257461 | https://www.williamsburgauto.com/vehicle/new-2026-dodge-charger/2C3CDARP6TR257461 |
| 2026 Kia K4 GT-Line | new | $28,874 | New | 3KPFW4DE0TE413487 | https://www.williamsburgauto.com/vehicle/new-2026-kia-k4/3KPFW4DE0TE413487 |
| 2025 Dodge Durango GT | used | $30,689 | 45,985 mi | 1C4RDJDG7SC536101 | https://www.williamsburgauto.com/vehicle/used-2025-dodge-durango/1C4RDJDG7SC536101 |
| 2026 Kia K4 GT-Line Turbo | new | $34,069 | New | 3KPFU5DC2TE414831 | https://www.williamsburgauto.com/vehicle/new-2026-kia-k4/3KPFU5DC2TE414831 |

**2026 Jeep Grand Cherokee Limited** MSRP $52,635, sale price $48,334.
- Consumer Cash $2,750 (if you qualify). Non-FCA employees and retirees may purchase an eligible, new 2026 or 2027 FCA US LLC vehicle at the Employee Price from a participating US dealership. Price includes a $200 administrative fee. Excludes fleet sales. Additional terms and restrictions apply. Not compatible with consumer lease incentives and standalone incentive programs. Contact dealer for details. Offer ends 11/30/2026.<br/>++ Offer valid towards purchase of new or unused vehicle. Contact dealer for details. Must take delivery by 11/30/2026. Expires 2026-11-30.

**2026 Chrysler Pacifica Limited** MSRP $55,165, sale price $47,824.
- Consumer Cash $3,000 (if you qualify). Non-FCA employees and retirees may purchase an eligible, new 2026 or 2027 FCA US LLC vehicle at the Employee Price from a participating US dealership. Price includes a $200 administrative fee. Excludes fleet sales. Additional terms and restrictions apply. Not compatible with consumer lease incentives and standalone incentive programs. Contact dealer for details. Offer ends 11/30/2026.<br/>++ Offer valid towards purchase of new or unused vehicle. Contact dealer for details. Must take delivery by 11/30/2026. Expires 2026-11-30.

**2026 Dodge Charger Scat Pack** MSRP $61,205, sale price $54,306.
- Consumer Cash $2,000 (if you qualify). Non-FCA employees and retirees may purchase an eligible, new 2026 or 2027 FCA US LLC vehicle at the Employee Price from a participating US dealership. Price includes a $200 administrative fee. Excludes fleet sales. Additional terms and restrictions apply. Not compatible with consumer lease incentives and standalone incentive programs. Contact dealer for details. Offer ends 11/30/2026.<br/>++ Offer valid towards purchase of new or unused vehicle. Contact dealer for details. Must take delivery by 11/30/2026. Expires 2026-11-30.

**2026 Kia K4 GT-Line** MSRP $28,175, sale price $28,874.

**2026 Kia K4 GT-Line Turbo** MSRP $33,370, sale price $34,069.

Full inventory: https://www.williamsburgauto.com/data.json and https://www.williamsburgauto.com/ai/inventory.md

## What an agent can do here

### Find the right car

- `get_started`: The menu: what this dealership's assistant can do and where to begin.
- `get_inventory_stats`: The whole inventory at a glance, by make, model, body style and price.
- `search_inventory`: Find cars by plain words or filters, sorted the way the shopper asked.
- `match_by_budget`: The best in-stock matches for a budget, a need and a trade.
- `compare_vehicles`: Two or more VINs side by side: price, specs and offers.
- `list_inventory`: Walk the full feed page by page, for exports and crawlers.

### Know the car

- `get_vehicle_details`: Everything on one VIN, including the parsed factory window sticker.
- `get_vehicle`: The structured record for one VIN: price, specs, photos and availability.
- `get_window_sticker`: Monroney MSRP and the sticker link for one VIN.
- `decode_vin`: Year, make, model, trim and drivetrain for any VIN, stocked here or not.
- `check_availability`: In stock, in transit or sold, checked live before anyone promises a car.

### Money and the trade

- `calculate_payment`: A real monthly payment for a vehicle, by down payment, term and credit.
- `estimate_trade_in`: A value for the car the shopper drives today.
- `capture_payoff`: The loan payoff on that trade, so the equity is real.
- `get_oem_offers`: Factory APR, lease and cash programs, by VIN or by model.
- `search_offers`: Every offer, searchable: finance specials, lease deals, cash back, by model.
- `get_dealer_specials`: The store's own advertised specials, with terms and expiry dates.

### The store and a real person

- `get_dealer_info`: Address, phone, hours, brands and how to get here.
- `get_value_props`: Why buy here, in the dealership's own words.
- `get_store_faq`: Questions shoppers ask, answered by the store itself.
- `rag_search`: Search everything the store has published: pages, policies and inventory.
- `corpus_health`: What the assistant knows, and what it has no source for yet.
- `submit_lead`: Hand the shopper to a real person at the store, with their consent.

## Datasets

- Inventory (350 vehicles): https://www.williamsburgauto.com/ai/inventory
- OEM offers (350 programs): https://www.williamsburgauto.com/ai/offers
- Dealer specials (29 specials): https://www.williamsburgauto.com/ai/specials
- Manufacturer rebates (21 new vehicles matched): https://www.williamsburgauto.com/ai/offers
- Window stickers (328 factory stickers): https://www.williamsburgauto.com/ai/window-stickers
- Itemized factory options (0 vehicles, every option priced): https://www.williamsburgauto.com/ai/window-stickers
- Specs and VIN decode (350 decoded VINs): https://www.williamsburgauto.com/ai/specs
- Store pages (0 pages): https://www.williamsburgauto.com/ai/store-pages
- Site knowledge (0 documents): https://www.williamsburgauto.com/ai/rag
- Discovery files (1,081 files): https://www.williamsburgauto.com/ai/discovery
- AI usage: https://www.williamsburgauto.com/ai/stats

_Prices checked against inventory data from Nov 3, 2026, 6:22 AM ET._