# Terry Auto Outlet, AI data layer 378 vehicles at 2828 Candlers Mountain Rd, Lynchburg, VA 24502, structured for AI agents. Data refreshed Oct 7, 6:25 AM ET. - Dealer: Terry Auto Outlet, 2828 Candlers Mountain Rd, Lynchburg, VA 24502, (434) 385-5812 - Website: https://www.terryautooutletva.com - In stock: 378 (367 used ยท 11 certified) - Factory options: 0 vehicles with every option itemized and priced - Factory window stickers: 279 - Live offers: 0 OEM incentives, 215 dealer specials - Manufacturer rebates: matched to 0 new vehicles, each car's own conditions applied - Agent tools: 23 over MCP, no key needed to read ## Connect - **MCP server**: https://www.terryautooutletva.com/api/ucp/mcp (Claude, ChatGPT, Cursor and any MCP client. 23 tools, streamable HTTP.) - **llms.txt**: https://www.terryautooutletva.com/llms.txt (The short summary answer engines read first.) - **Full inventory**: https://www.terryautooutletva.com/data.json (Every vehicle with price, mileage and photos, in one JSON file.) - **OpenAPI**: https://www.terryautooutletva.com/openapi.json (The same tools as a REST description, for agents that do not speak MCP.) - **Agent card**: https://www.terryautooutletva.com/.well-known/agent-card.json (A2A discovery: who this agent is and what it can do.) - **This page in Markdown**: https://www.terryautooutletva.com/ai/index.md (Everything here as plain text, for a model's context window.) ## Featured vehicles | Vehicle | Condition | Price | Mileage | VIN | Link | |---|---|---|---|---|---| | 2026 Subaru Forester Premium | certified | $33,746 | 4,640 mi | 4S4SLDD66T3053435 | https://www.terryautooutletva.com/vehicle/used-2026-subaru-forester/4S4SLDD66T3053435 | | 2016 Lexus CT 200h | used | $19,346 | 83,586 mi | JTHKD5BHXG2258911 | https://www.terryautooutletva.com/vehicle/used-2016-lexus-ct/JTHKD5BHXG2258911 | | 2026 Subaru Crosstrek Limited | certified | $33,818 | 4,694 mi | 4S4GUHL62T3741203 | https://www.terryautooutletva.com/vehicle/used-2026-subaru-crosstrek/4S4GUHL62T3741203 | | 2024 Subaru Impreza Base | used | $23,740 | 62,027 mi | JF1GUABC0R8390652 | https://www.terryautooutletva.com/vehicle/used-2024-subaru-impreza/JF1GUABC0R8390652 | | 2025 Volkswagen Taos 1.5T S | certified | $26,600 | 10,055 mi | 3VV8C7B29SM084757 | https://www.terryautooutletva.com/vehicle/used-2025-volkswagen-taos/3VV8C7B29SM084757 | | 2024 Toyota Corolla SE | used | $25,719 | 38,208 mi | 5YFS4MCE5RP186231 | https://www.terryautooutletva.com/vehicle/used-2024-toyota-corolla/5YFS4MCE5RP186231 | **2026 Subaru Forester Premium** MSRP $37,544, sale price $33,746. **2026 Subaru Crosstrek Limited** MSRP $35,565, sale price $33,818. **2025 Volkswagen Taos 1.5T S** MSRP $28,916, sale price $26,600. Full inventory: https://www.terryautooutletva.com/data.json and https://www.terryautooutletva.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. - `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 (378 vehicles): https://www.terryautooutletva.com/ai/inventory - OEM offers (0 programs): https://www.terryautooutletva.com/ai/offers - Dealer specials (215 specials): https://www.terryautooutletva.com/ai/specials - Manufacturer rebates (0 new vehicles matched): https://www.terryautooutletva.com/ai/offers - Window stickers (279 factory stickers): https://www.terryautooutletva.com/ai/window-stickers - Itemized factory options (0 vehicles, every option priced): https://www.terryautooutletva.com/ai/window-stickers - Specs and VIN decode (378 decoded VINs): https://www.terryautooutletva.com/ai/specs - Store pages (0 pages): https://www.terryautooutletva.com/ai/store-pages - Site knowledge (0 documents): https://www.terryautooutletva.com/ai/rag - Discovery files (1,165 files): https://www.terryautooutletva.com/ai/discovery - AI usage: https://www.terryautooutletva.com/ai/stats _Prices checked against inventory data from Oct 7, 2026, 6:25 AM ET._