> 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.charlieobaugh.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2hhcmxpZW9iYXVnaC5jb20iLCJqdGkiOiJlNDMyNTAzZjg3MmVhNmJiIiwiaWF0IjowfQ.eC2SWieP4pnT9xgmjqb991UAei9nM-k9DXL0sIa10zI > > For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.charlieobaugh.com/llms.txt. For the full corpus, see https://ai.charlieobaugh.com/llms-full.txt. # Charlie Obaugh Auto Group, AI data layer > The complete, machine-readable data layer for Charlie Obaugh Auto Group: every vehicle, offer, special, and store page as structured JSON, Markdown, and a live MCP endpoint for AI agents. ## Overview - Vehicles: 710 (455 new, 165 used, 90 certified) - OEM offers: 555 - Dealer specials: 74 - Brands: Kia (195), Chevrolet (162), GMC (144), Ford (137), Mitsubishi (11), Hyundai (11), Toyota (11), Jeep (7) ## Inventory by class and condition Only groups with stock appear. Each link is a real page in this layer. ### Cars and trucks (709 vehicles) Road vehicles: cars, SUVs, pickups, vans and commercial chassis. **[New cars and trucks, 454 vehicles](https://ai.charlieobaugh.com/inventory/cars-trucks/new)** - [New Kia](https://ai.charlieobaugh.com/inventory/cars-trucks/new/kia): 144 vehicles - [New GMC](https://ai.charlieobaugh.com/inventory/cars-trucks/new/gmc): 115 vehicles - [New Chevrolet](https://ai.charlieobaugh.com/inventory/cars-trucks/new/chevrolet): 104 vehicles - [New Ford](https://ai.charlieobaugh.com/inventory/cars-trucks/new/ford): 86 vehicles - [New Mitsubishi](https://ai.charlieobaugh.com/inventory/cars-trucks/new/mitsubishi): 5 vehicles **[Certified pre-owned cars and trucks, 90 vehicles](https://ai.charlieobaugh.com/inventory/cars-trucks/certified)** - [Certified pre-owned Kia](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/kia): 26 vehicles - [Certified pre-owned Chevrolet](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/chevrolet): 24 vehicles - [Certified pre-owned Ford](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/ford): 20 vehicles - [Certified pre-owned GMC](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/gmc): 10 vehicles - [Certified pre-owned Hyundai](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/hyundai): 4 vehicles - [Certified pre-owned Nissan](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/nissan): 2 vehicles - [Certified pre-owned Jeep](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/jeep): 1 vehicle - [Certified pre-owned Mazda](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/mazda): 1 vehicle - [Certified pre-owned Subaru](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/subaru): 1 vehicle - [Certified pre-owned Toyota](https://ai.charlieobaugh.com/inventory/cars-trucks/certified/toyota): 1 vehicle **[Used cars and trucks, 165 vehicles](https://ai.charlieobaugh.com/inventory/cars-trucks/used)** - [Used Chevrolet](https://ai.charlieobaugh.com/inventory/cars-trucks/used/chevrolet): 34 vehicles - [Used Ford](https://ai.charlieobaugh.com/inventory/cars-trucks/used/ford): 31 vehicles - [Used Kia](https://ai.charlieobaugh.com/inventory/cars-trucks/used/kia): 25 vehicles - [Used GMC](https://ai.charlieobaugh.com/inventory/cars-trucks/used/gmc): 19 vehicles - [Used Toyota](https://ai.charlieobaugh.com/inventory/cars-trucks/used/toyota): 10 vehicles - [Used Honda](https://ai.charlieobaugh.com/inventory/cars-trucks/used/honda): 7 vehicles - [Used Hyundai](https://ai.charlieobaugh.com/inventory/cars-trucks/used/hyundai): 7 vehicles - [Used Jeep](https://ai.charlieobaugh.com/inventory/cars-trucks/used/jeep): 6 vehicles - [Used Mitsubishi](https://ai.charlieobaugh.com/inventory/cars-trucks/used/mitsubishi): 6 vehicles - [Used Nissan](https://ai.charlieobaugh.com/inventory/cars-trucks/used/nissan): 5 vehicles - [Used Buick](https://ai.charlieobaugh.com/inventory/cars-trucks/used/buick): 3 vehicles - [Used Cadillac](https://ai.charlieobaugh.com/inventory/cars-trucks/used/cadillac): 3 vehicles - [Used Ram](https://ai.charlieobaugh.com/inventory/cars-trucks/used/ram): 3 vehicles - [Used Chrysler](https://ai.charlieobaugh.com/inventory/cars-trucks/used/chrysler): 2 vehicles - [Used Mazda](https://ai.charlieobaugh.com/inventory/cars-trucks/used/mazda): 2 vehicles - [Used Subaru](https://ai.charlieobaugh.com/inventory/cars-trucks/used/subaru): 2 vehicles ### Powersports (1 vehicle) ATVs, side by sides, motorcycles, scooters and snowmobiles. **[New powersports, 1 vehicle](https://ai.charlieobaugh.com/inventory/powersports/new)** - [New Arctic Cat](https://ai.charlieobaugh.com/inventory/powersports/new/arctic-cat): 1 vehicle ## Access - Full inventory JSON: https://ai.charlieobaugh.com/data.json - Per vehicle: https://ai.charlieobaugh.com/v/{VIN}.json and https://ai.charlieobaugh.com/v/{VIN}.md - MCP endpoint (JSON-RPC 2.0): https://ai.charlieobaugh.com/api/ucp/mcp - Connect page: https://ai.charlieobaugh.com/mcp - Full corpus: https://ai.charlieobaugh.com/llms-full.txt ## Current specials - **2026 GMC Yukon XL Elevation**: $959/month, For 36 months (expires 2026-09-30) | - **2026 Chevrolet Silverado 1500 WT/LT/RST/Custom Trail Boss/LT Trail Boss/LTZ/High Country**: $4,250, Total Savings (expires 2026-09-30) | - **2026 Chevrolet Silverado 1500 LT/RST/Custom Trail Boss/ZR2/LTZ/High Country/LT Trail Boss**: $1,250, Total Savings (expires 2026-09-30) | - **2026 Chevrolet Traverse LT**: $489/month, For 24 months (expires 2026-09-30) | - **2026 Chevrolet Trailblazer LT**: $179/month, For 24 months (expires 2026-09-30) | - **2026 Chevrolet Traverse LT**: $499/month, For 24 months (expires 2026-09-30) | - **2026 Chevrolet Trailblazer LT**: $289/month, For 36 months (expires 2026-09-30) | - **2026 Mitsubishi Outlander**: SPECIAL OFFER, 2026 Outlander (Trail Edition) (expires 2026-09-30) | - **2026 Mitsubishi Outlander**: SPECIAL OFFER, Total Savings (expires 2026-09-30) | - **2026 Mitsubishi Outlander**: SPECIAL OFFER, 2026 Outlander (Excluding Trail Edition) (expires 2026-09-30) | - **2026 Mitsubishi Outlander**: SPECIAL OFFER, Total Savings (expires 2026-09-30) | - **2026 Mitsubishi Outlander**: SPECIAL OFFER, 2026 Outlander ES 1.5T 2WD Lease (expires 2026-09-30) | - **2026 Mitsubishi Outlander**: SPECIAL OFFER, Customer Loyalty Rebate (expires 2026-09-30) | - **2026 Mitsubishi Eclipse Cross**: SPECIAL OFFER, 2026 Eclipse Cross (expires 2026-09-30) | - **2026 Mitsubishi Eclipse Cross**: SPECIAL OFFER, Total Savings (expires 2026-09-30) | - **2026 Mitsubishi Eclipse Cross**: SPECIAL OFFER, 2026 Eclipse Cross ES 1.5T S-AWC Lease (expires 2026-09-30) | - **2027 Chevrolet Equinox LT**: $249/month, For 36 months (expires 2026-09-30) | - **2027 Chevrolet Equinox LT**: $299/month, For 36 months (expires 2026-09-30) | - **2026 Kia Seltos**: $750, Total Savings (expires 2026-09-30) | - **2026 Kia Seltos**: Special offer, Special Low APR (expires 2026-09-30) | - **2027 Kia Seltos LX**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2027 Kia Seltos**: Special offer, Special Low APR (expires 2026-09-30) | - **2027 Kia Seltos LX**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2027 Kia Seltos LX**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2027 Kia Seltos LX**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2026 Kia Niro**: $2,000, Total Savings (expires 2026-09-30) | - **2026 Kia Niro LX**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2026 Kia Niro**: Special offer, Special Low APR (expires 2026-09-30) | - **2026 Kia Niro LX**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2027 Kia Niro**: Special offer, Special Low APR (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) | - **2027 Kia Sportage**: Special offer, Special Low APR (expires 2026-09-30) | - **2026 Kia Sorento**: $3,000, Total Savings (expires 2026-09-30) | - **2026 Kia Sorento LX**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2026 Kia Sorento**: Special offer, Special Low APR (expires 2026-09-30) | - **2026 Kia Sorento LX**: 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 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) | - **2027 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**: 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) | - **2027 Kia Sportage Plug-in Hybrid X-Line**: Special offer, for Qualified Lessees (expires 2026-09-30) | - **2027 Kia Sportage Plug-in Hybrid**: Special offer, Special Low APR (expires 2026-09-30) | - **2027 Kia Sportage Plug-in Hybrid X-Line**: 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) | --- **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 $799 dealer processing fee. Tax, title and tags are not included in vehicle prices shown and must be paid by the purchaser. 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.