# Charlie Obaugh Auto Group, AI data layer

861 vehicles at 410 Lee Jackson Highway, Staunton, VA 24401, structured for AI agents. Data refreshed Nov 12, 5:03 AM ET.

- Dealer: Charlie Obaugh Auto Group, 410 Lee Jackson Highway, Staunton, VA 24401, (540) 324-4446
- Website: https://www.charlieobaugh.com
- In stock: 861 (607 new · 172 used · 82 certified)
- Factory options: 233 vehicles with every option itemized and priced
- Factory window stickers: 839
- Live offers: 647 OEM incentives, 78 dealer specials
- Manufacturer rebates: matched to 300 new vehicles, each car's own conditions applied
- Agent tools: 25 over MCP, no key needed to read
- Pricing: advertised prices include the $799 dealer processing fee; tax, title and registration extra

## Connect

- **MCP server**: https://www.charlieobaugh.com/api/ucp/mcp (Claude, ChatGPT, Cursor and any MCP client. 25 tools, streamable HTTP.)
- **llms.txt**: https://www.charlieobaugh.com/llms.txt (The short summary answer engines read first.)
- **Full inventory**: https://www.charlieobaugh.com/data.json (Every vehicle with price, mileage and photos, in one JSON file.)
- **OpenAPI**: https://www.charlieobaugh.com/openapi.json (The same tools as a REST description, for agents that do not speak MCP.)
- **Agent card**: https://www.charlieobaugh.com/.well-known/agent-card.json (A2A discovery: who this agent is and what it can do.)
- **This page in Markdown**: https://www.charlieobaugh.com/ai/index.md (Everything here as plain text, for a model's context window.)

## Featured vehicles

| Vehicle | Condition | Price | Mileage | VIN | Link |
|---|---|---|---|---|---|
| 2026 Chevrolet Silverado 2500HD High Country | new | $83,100 | New | 2GC4KREY6T1199711 | https://www.charlieobaugh.com/vehicle/new-2026-chevrolet-silverado-2500hd/2GC4KREY6T1199711 |
| 2026 GMC Sierra 2500HD SLT | new | $75,267 | New | 1GT4UNEY1TF286640 | https://www.charlieobaugh.com/vehicle/new-2026-gmc-sierra-2500hd/1GT4UNEY1TF286640 |
| 2026 GMC Sierra 3500HD Pro | new | $56,997 | New | 1GD3USEY1TF194417 | https://www.charlieobaugh.com/vehicle/new-2026-gmc-sierra-3500hd/1GD3USEY1TF194417 |
| 2024 Kia Sportage X-Line | certified | $30,794 | 38,477 mi | 5XYK6CDF9RG161445 | https://www.charlieobaugh.com/vehicle/used-2024-kia-sportage/5XYK6CDF9RG161445 |
| 2027 Kia Telluride Hybrid EX | new | $51,739 | New | 5XYPCESA9VG049241 | https://www.charlieobaugh.com/vehicle/new-2027-kia-telluride_hybrid/5XYPCESA9VG049241 |
| 2025 GMC Sierra 1500 Denali | certified | $65,794 | 9,409 mi | 3GTUUGEL3SG145792 | https://www.charlieobaugh.com/vehicle/used-2025-gmc-sierra-1500/3GTUUGEL3SG145792 |

**2026 Chevrolet Silverado 2500HD High Country** MSRP $92,625, sale price $83,100.
- SILVERADO HD DURAMAX DIESEL $5,500 Total Cash Allowance on select models* Search Inventory $5,500. Available on HD LT and High Country models with Duramax Diesel only. Not available with special financing, lease and some other offers. Take new retail delivery by 11/30/26. Expires 2026-11-30.
- SILVERADO HD LTZ DURAMAX DIESEL $4,500 Total Cash Allowance* Search Inventory $4,500. Available on HD LTZ models with Duramax Diesel only. Not available with special financing, lease and some other offers. Take new retail delivery by 11/30/26. Expires 2026-11-30.

**2026 GMC Sierra 2500HD SLT** MSRP $84,375, sale price $75,267.
- SELECT 2026 GMC SIERRA HD DIESEL MODELS $5,500 PURCHASE ALLOWANCE. * $5,500. On Pro, SLE, SLT and Denali diesel models only. Not available with lease and some other offers. Take new retail delivery by 11/30/26. Expires 2026-11-30.
- GMC SIERRA HD DENALI DIESEL MODELS 5.9% APR for well-qualified buyers when you finance through GM Financial. * PLUS $4,000 PURCHASE ALLOWANCE. * Plus, no monthly payments until next year. * $4,000. Length of contract 48 months. Monthly payment is $23.44 for every $1,000 you finance. Average example down payment is 11.3%. Must finance through GM Financial. Some customers may not qualify. Not available with lease and some other offers. Take new retail delivery by 11/30/26. Not available with some other offers. Take new retail delivery by 11/30/26. Deferred monthly payments for 92 days. Excludes residents of PA. Must finance with GM Financial. Some customers may not qualify. Down payment required at signing, if applicable. Finance charges accrue from date of financing. Not available with lease and some other offers. Take new retail delivery by 11/30/26. Expires 2026-11-30.

**2026 GMC Sierra 3500HD Pro** MSRP $63,883, sale price $56,997.
- SELECT 2026 GMC SIERRA HD DIESEL MODELS $5,500 PURCHASE ALLOWANCE. * $5,500. On Pro, SLE, SLT and Denali diesel models only. Not available with lease and some other offers. Take new retail delivery by 11/30/26. Expires 2026-11-30.
- GMC SIERRA HD DENALI DIESEL MODELS 5.9% APR for well-qualified buyers when you finance through GM Financial. * PLUS $4,000 PURCHASE ALLOWANCE. * Plus, no monthly payments until next year. * $4,000. Length of contract 48 months. Monthly payment is $23.44 for every $1,000 you finance. Average example down payment is 11.3%. Must finance through GM Financial. Some customers may not qualify. Not available with lease and some other offers. Take new retail delivery by 11/30/26. Not available with some other offers. Take new retail delivery by 11/30/26. Deferred monthly payments for 92 days. Excludes residents of PA. Must finance with GM Financial. Some customers may not qualify. Down payment required at signing, if applicable. Finance charges accrue from date of financing. Not available with lease and some other offers. Take new retail delivery by 11/30/26. Expires 2026-11-30.

**2024 Kia Sportage X-Line** factory options: Glacial White Pearl Paint $395; X-Line Premium Package $1,500; Cross Bars X-Line $360; Carpeted Floor Mats, X-Line $175; TM $350; Interior Light Kit $300; Side Step Bars $690; Tow Hitch $500

**2027 Kia Telluride Hybrid EX** MSRP $52,405, sale price $51,739.
- Consumer Cash $750. $750. For Qualified Customers Expires 2027-01-04.
- For Qualified Customers $750. Customers may receive $750 on the purchase or lease of a new, eligible 2027 Telluride Hybrid from Kia America, Inc. (“KUS”) between 11/03/2026 - 01/04/2027 if they qualify for the Competitive Bonus Program. Contact your local Kia dealer for a listing of eligible qualifying 2016 or newer competitor vehicles and complete details. Qualifying customers are only eligible for a total of two (2) occurrences of Specialty Incentives during a calendar year and the vehicle utilized as the qualifying vehicle may not be the same vehicle in both instances. To be eligible, customer must show proof of qualifying competitor vehicle ownership (current registration) to Kia dealer where new, eligible Kia vehicle is being purchased. Void where prohibited by law. This incentive is a limited time offer on eligible Kia vehicles. Not all incentive programs are compatible. Additional terms and conditions apply. See your participating dealer for more details. All matters of program eligibility and qualification will be resolved by KUS in its sole discretion, and KUS reserves the right to change product and program specifications at any time without incurring any obligations. Offer valid from 11/03/2026 - 01/04/2027. Expires 2027-01-04.

**2027 Kia Telluride Hybrid EX** factory options: Ebony Black Paint $495; Butter Brown Interior Color Package $295; Towing Package $625; All Season Floor Liners $255; Cargo Tray w/Seatback Up Protection $165; TM $390; Mud Guards $145

**2025 GMC Sierra 1500 Denali** factory options: DENALI RESERVE PACKAGE TECHNOLOGY PACKAGE $4,565; ENGINE: 6.2L ECOTEC3 V8 WITH DYNAMIC FUEL MANAGEMENT $2,295; ONYX BLACK $495; ACTIVE EXHAUST $395; 3 YEARS, SIRIUSXM $299

Full inventory: https://www.charlieobaugh.com/data.json and https://www.charlieobaugh.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.
- `book_test_drive`: Ask the store to set up a test drive for the shopper, optionally for a specific in-stock vehicle (vin) at a p…

### Everything else

- `send_lead`: Send the shopper's question or request to the store's sales team, optionally about one in-stock vehicle.

## Datasets

- Inventory (861 vehicles): https://www.charlieobaugh.com/ai/inventory
- OEM offers (647 programs): https://www.charlieobaugh.com/ai/offers
- Dealer specials (78 specials): https://www.charlieobaugh.com/ai/specials
- Manufacturer rebates (300 new vehicles matched): https://www.charlieobaugh.com/ai/offers
- Window stickers (839 factory stickers): https://www.charlieobaugh.com/ai/window-stickers
- Itemized factory options (233 vehicles, every option priced): https://www.charlieobaugh.com/ai/window-stickers
- Specs and VIN decode (861 decoded VINs): https://www.charlieobaugh.com/ai/specs
- Store pages (166 pages): https://www.charlieobaugh.com/ai/store-pages
- Site knowledge (166 documents): https://www.charlieobaugh.com/ai/rag
- Discovery files (2,780 files): https://www.charlieobaugh.com/ai/discovery
- AI usage (5,295 AI agent requests): https://www.charlieobaugh.com/ai/stats

_Prices checked against inventory data from Nov 11, 2026, 11:46 PM ET._