# Charlie Obaugh Auto Group, AI data layer

857 vehicles at 410 Lee Jackson Highway, Staunton, VA 24401, structured for AI agents. Data refreshed Nov 4, 5:05 AM ET.

- Dealer: Charlie Obaugh Auto Group, 410 Lee Jackson Highway, Staunton, VA 24401, (540) 324-4446
- Website: https://www.charlieobaugh.com
- In stock: 857 (599 new · 169 used · 89 certified)
- Factory options: 226 vehicles with every option itemized and priced
- Factory window stickers: 836
- Live offers: 627 OEM incentives, 18 dealer specials
- Manufacturer rebates: matched to 238 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 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 |
| 2026 Ford F-250SD XL | new | $60,113 | 62 mi | 1FT7W2BA6TED86137 | https://www.charlieobaugh.com/vehicle/new-2026-ford-f-250sd/1FT7W2BA6TED86137 |
| 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 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.

**2026 Ford F-250SD XL** MSRP $63,050, sale price $60,113.
- $4,000 Cash Back $4,000. $4,000 Retail Customer Cash (PGM #14232). Residency restrictions apply. For all offers, take new retail delivery from an authorized Ford Dealer’s stock by 1/4/27. See dealer for qualifications and complete details. Expires 2027-01-04.
- Retail Customer Cash $2,000. Program #14232: Take new retail delivery from dealer stock by 01/04/2027. See dealer for complete details. Expires 2027-01-04.
- Retail Customer Cash (Engine Specific) $2,000. Program #14246: Take new retail delivery from dealer stock by 01/04/2027. See dealer for complete details. Expires 2027-01-04.
- Retail Customer Cash $1,000. Program #14234: Take new retail delivery from dealer stock by 01/04/2027. See dealer for complete details. Expires 2027-01-04.
- First Responder Cash $500 (if you qualify). Available on the purchase or lease of an eligible new 2025/2026/2027 model year Ford or Lincoln vehicle. Not available on Mustang Dark Horse, Mustang GTD, F-150Raptor, Ranger Raptor, Ford GT and Bronco Raptor. Vehicle eligibility may change at any time. Dollar amount may vary by market. Available to U.S. residents only. Place a new retail order or take new retail delivery from an authorized Ford Dealer’s or Lincoln Retailer’s stock by 1/4/2027. Limit of five purchase or leases per household during the program offer (PGM# 32898). Offer subject to dealer participation. May not be used/combined with any Ford or Lincoln private offer. See an authorized Ford Dealer or Lincoln Retailer, or go to www.fordrecognizesu.com, for complete details and eligibility (PGM# 32898). Due to high demand and global supply chain constraints, some models, trims, and features may not be available or may be subject to change. Check with your local dealer for current information. Offer subject to confirmation of eligibility. Expires 2027-01-04.
- Military Cash $500 (if you qualify). Available on the purchase or lease of an eligible new 2025/2026/2027 model year Ford or Lincoln vehicle. Not available on Mustang Dark Horse, Mustang GTD, F-150 Raptor, Ranger Raptor, Ford GT and Bronco Raptor. Vehicle eligibility may change at any time. Dollar amount may vary by market. Available to U.S. residents only. Place a new retail order or take new retail delivery from an authorized Ford Dealer’s or Lincoln Retailer’s stock by 1/4/2027. Limit of five purchase or leases per household during the program offer (32894). Offer subject to dealer participation. May not be used/combined with any Ford/Lincoln private offer. See an authorized Ford Dealer or Lincoln Retailer, or go to www.fordrecognizesu.com, for complete details and eligibility (32894). Due to high demand and global supply chain constraints, some models, trims, and features may not be available or may be subject to change. Check with your local dealer for current information. Offer subject to confirmation of eligibility. Expires 2027-01-04.

**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.

**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 (857 vehicles): https://www.charlieobaugh.com/ai/inventory
- OEM offers (627 programs): https://www.charlieobaugh.com/ai/offers
- Dealer specials (18 specials): https://www.charlieobaugh.com/ai/specials
- Manufacturer rebates (238 new vehicles matched): https://www.charlieobaugh.com/ai/offers
- Window stickers (836 factory stickers): https://www.charlieobaugh.com/ai/window-stickers
- Itemized factory options (226 vehicles, every option priced): https://www.charlieobaugh.com/ai/window-stickers
- Specs and VIN decode (857 decoded VINs): https://www.charlieobaugh.com/ai/specs
- Store pages (167 pages): https://www.charlieobaugh.com/ai/store-pages
- Site knowledge (167 documents): https://www.charlieobaugh.com/ai/rag
- Discovery files (2,769 files): https://www.charlieobaugh.com/ai/discovery
- AI usage (5,822 AI agent requests): https://www.charlieobaugh.com/ai/stats

_Prices checked against inventory data from Nov 4, 2026, 3:29 AM ET._