# CarLookout
> The buyer's side of car shopping — used-car listings across dealers, enriched and structured for both people and AI agents.

## For agents
- Every listing page carries schema.org/Vehicle JSON-LD and a <link rel="alternate" type="application/json">.
- Machine-readable listing: GET /api/vehicles/{vin-or-slug}
- Search returns the same normalized fields used by our MCP server.
- MCP tools available: search_inventory, get_vehicle, create_alert (an agent can subscribe its human to SMS alerts). Ask for the MCP endpoint.

## Pages
- /                : home + search
- /search          : results (?make=&model=&body_style=&price_max=&mileage_max=&year_min=)
- /vehicles/{slug} : a single vehicle (human page + JSON-LD)
- /sitemap.xml     : all active listings

Prices are estimates with an estimated real monthly payment; verify with the seller.
Contact: hello@carlookout.com