# Preston Hood Chevrolet, AI data layer

262 vehicles at 212 Hollywood Blvd SW, Fort Walton Beach, FL 32548, structured for AI agents. Data refreshed Oct 26, 6:15 AM ET.

- Dealer: Preston Hood Chevrolet, 212 Hollywood Blvd SW, Fort Walton Beach, FL 32548, (850) 659-7225
- Website: https://www.prestonhood.com
- In stock: 262 (169 new · 86 used · 7 certified)
- Factory options: 0 vehicles with every option itemized and priced
- Factory window stickers: 253
- Live offers: 233 OEM incentives, 0 dealer specials
- Manufacturer rebates: matched to 116 new vehicles, each car's own conditions applied
- Agent tools: 23 over MCP, no key needed to read

## Connect

- **MCP server**: https://www.prestonhood.com/api/ucp/mcp (Claude, ChatGPT, Cursor and any MCP client. 23 tools, streamable HTTP.)
- **llms.txt**: https://www.prestonhood.com/llms.txt (The short summary answer engines read first.)
- **Full inventory**: https://www.prestonhood.com/data.json (Every vehicle with price, mileage and photos, in one JSON file.)
- **OpenAPI**: https://www.prestonhood.com/openapi.json (The same tools as a REST description, for agents that do not speak MCP.)
- **Agent card**: https://www.prestonhood.com/.well-known/agent-card.json (A2A discovery: who this agent is and what it can do.)
- **This page in Markdown**: https://www.prestonhood.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 1500 RST | new | $56,059 | New | 2GCUKEED5T1219923 | https://www.prestonhood.com/inventory/new-2026-chevrolet-silverado-1500-rst-four-wheel-drive-crew-cab-2gcukeed5t1219923/ |
| 2026 Chevrolet Colorado WT | new | $34,659 | New | 1GCPSBEKXT1336073 | https://www.prestonhood.com/inventory/new-2026-chevrolet-colorado-wt-rear-wheel-drive-crew-cab-1gcpsbekxt1336073/ |
| 2026 Chevrolet Suburban High Country | new | $94,874 | New | 1GNS6GKL8TR462515 | https://www.prestonhood.com/inventory/new-2026-chevrolet-suburban-high-country-four-wheel-drive-suv-1gns6gkl8tr462515/ |
| 2027 Chevrolet Tahoe Premier | new | $81,189 | New | 1GNS5SKD7VR151370 | https://www.prestonhood.com/inventory/new-2027-chevrolet-tahoe-premier-rear-wheel-drive-suv-1gns5skd7vr151370/ |
| 2020 Chevrolet Blazer RS | certified | $23,594 | 91,675 mi | 3GNKBERS7LS719853 | https://www.prestonhood.com/inventory/certified-used-2020-chevrolet-blazer-rs-front-wheel-drive-suv-3gnkbers7ls719853/ |
| 2025 Ford Mustang EcoBoost | used | $35,994 | 15,460 mi | 1FA6P8THXS5103976 | https://www.prestonhood.com/inventory/used-2025-ford-mustang-ecoboost-rear-wheel-drive-coupe-1fa6p8thxs5103976/ |

**2026 Chevrolet Silverado 1500 RST** MSRP $65,060, sale price $56,059.
- $4,250 Customer Cash $4,250. 2026 CHEVROLET Silverado 1500 w/5.3L EcoTec3 V8. Not available with special finance or lease offers. Take new retail delivery by 11-04-2026. Expires 2026-11-04.

**2026 Chevrolet Colorado WT** MSRP $36,660, sale price $34,659.
- $1,000 Customer Cash $1,000. 2026 CHEVROLET Colorado excludes Trail Boss/ZR2. Not available with special finance or lease offers. Take new retail delivery by 11-04-2026. Expires 2026-11-04.
- $500 Customer Cash $500. 2026 CHEVROLET Colorado Trail Boss/ZR2. Not available with special finance or lease offers. Take new retail delivery by 11-04-2026. Expires 2026-11-04.

**2026 Chevrolet Suburban High Country** MSRP $99,575, sale price $94,874.
- SUBURBAN $1,500 Bonus Cash* On Premier and High Country models equipped with Super Cruise* Driver Assistance Technology Search Inventory $1,500. Bonus cash available on Chevy Suburban Premier and High Country trims equipped with Super Cruise only. Must take new retail delivery by 11/4/26. Properly equipped models come with three years of Super Cruise. Always pay attention while driving and when using Super Cruise. Always use Super Cruise in accordance with local laws. Do not use a hand-held device. Requires active service plan or trial. Terms apply. Visit www.chevrolet.com for compatible roads and full details. Expires 2026-11-04.

**2027 Chevrolet Tahoe Premier** MSRP $80,190, sale price $81,189.

Full inventory: https://www.prestonhood.com/data.json and https://www.prestonhood.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.

## Datasets

- Inventory (262 vehicles): https://www.prestonhood.com/ai/inventory
- OEM offers (233 programs): https://www.prestonhood.com/ai/offers
- Dealer specials (0 specials): https://www.prestonhood.com/ai/specials
- Manufacturer rebates (116 new vehicles matched): https://www.prestonhood.com/ai/offers
- Window stickers (253 factory stickers): https://www.prestonhood.com/ai/window-stickers
- Itemized factory options (0 vehicles, every option priced): https://www.prestonhood.com/ai/window-stickers
- Specs and VIN decode (262 decoded VINs): https://www.prestonhood.com/ai/specs
- Store pages (0 pages): https://www.prestonhood.com/ai/store-pages
- Site knowledge (0 documents): https://www.prestonhood.com/ai/rag
- Discovery files (815 files): https://www.prestonhood.com/ai/discovery
- AI usage: https://www.prestonhood.com/ai/stats

_Prices checked against inventory data from Oct 26, 2026, 6:15 AM ET._