# Charlie Obaugh Auto Group, AI data layer 795 vehicles at 410 Lee Jackson Highway, Staunton, VA 24401, structured for AI agents. Data refreshed Oct 2, 5:08 AM ET. - Dealer: Charlie Obaugh Auto Group, 410 Lee Jackson Highway, Staunton, VA 24401, (540) 324-4446 - Website: https://www.charlieobaugh.com - In stock: 795 (517 new · 163 used · 115 certified) - Factory options: 238 vehicles with every option itemized and priced - Factory window stickers: 780 - Live offers: 637 OEM incentives, 85 dealer specials - Manufacturer rebates: matched to 198 new vehicles, each car's own conditions applied - Agent tools: 22 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. 22 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 Kia EV6 GT-Line | new | $55,397 | New | 5XYC4DJC8TG019413 | https://www.charlieobaugh.com/vehicle/new-2026-kia-ev6/5XYC4DJC8TG019413 | | 2026 Kia Sorento Hybrid EX | new | $45,791 | New | KNDRHDJG4T5556760 | https://www.charlieobaugh.com/vehicle/new-2026-kia-sorento_hybrid/KNDRHDJG4T5556760 | | 2026 Kia Sorento X-Line SX | new | $46,624 | New | 5XYRKDJF7TG494657 | https://www.charlieobaugh.com/vehicle/new-2026-kia-sorento/5XYRKDJF7TG494657 | | 2024 Kia Sportage X-Line | certified | $31,593 | 38,477 mi | 5XYK6CDF9RG161445 | https://www.charlieobaugh.com/vehicle/used-2024-kia-sportage/5XYK6CDF9RG161445 | | 2027 Kia Telluride Hybrid EX | new | $53,503 | New | 5XYPCESA9VG049241 | https://www.charlieobaugh.com/vehicle/new-2027-kia-telluride_hybrid/5XYPCESA9VG049241 | | 2025 GMC Sierra 1500 Denali | certified | $66,593 | 9,409 mi | 3GTUUGEL3SG145792 | https://www.charlieobaugh.com/vehicle/used-2025-gmc-sierra-1500/3GTUUGEL3SG145792 | **2026 Kia EV6 GT-Line** MSRP $55,795, sale price $55,397. - Customer Cash $5,000. $5,000 Customer Cash. Available toward purchase Expires 2026-11-02. **2026 Kia EV6 GT-Line** factory options: Wolf Gray / Black Roof Paint $695; Carpeted Floor Mats $240; Cargo Cover $170; Mud Guards (Special) $145 **2026 Kia Sorento Hybrid EX** MSRP $45,480, sale price $45,791. - Customer Cash $3,000. $3,000 Customer Cash. Available toward purchase Expires 2026-11-02. **2026 Kia Sorento Hybrid EX** factory options: Snow White Pearl Paint $495; EX Premium Package $2,000; All Weather Floor Mats $265; TM $375; Mud Guards $160 **2026 Kia Sorento X-Line SX** MSRP $46,710, sale price $46,624. - Customer Cash $3,000. $3,000 Customer Cash. Available toward purchase Expires 2026-11-02. **2026 Kia Sorento X-Line SX** factory options: Wolf Gray Paint $495; Carpeted Floor Mats $235; Cargo Net $65; Cargo Cover $200; Carpet Cargo Mat w/Seatback Protection $130 **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 $53,503. - Consumer Cash $750. $750. For Qualified Customers Expires 2026-11-02. **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: 0% APR, 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. - `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 (795 vehicles): https://www.charlieobaugh.com/ai/inventory - OEM offers (637 programs): https://www.charlieobaugh.com/ai/offers - Dealer specials (85 specials): https://www.charlieobaugh.com/ai/specials - Manufacturer rebates (198 new vehicles matched): https://www.charlieobaugh.com/ai/offers - Window stickers (780 factory stickers): https://www.charlieobaugh.com/ai/window-stickers - Itemized factory options (238 vehicles, every option priced): https://www.charlieobaugh.com/ai/window-stickers - Specs and VIN decode (795 decoded VINs): https://www.charlieobaugh.com/ai/specs - Store pages (176 pages): https://www.charlieobaugh.com/ai/store-pages - Site knowledge (176 documents): https://www.charlieobaugh.com/ai/rag - Discovery files (2,592 files): https://www.charlieobaugh.com/ai/discovery - AI usage (4,232 AI agent requests): https://www.charlieobaugh.com/ai/stats