Used and new car market research
Usa los endpoints de Autotrader para convertir used and new car market research en solicitudes API repetibles con inputs documentados y respuestas JSON.
Turn public Autotrader listings into structured vehicle data — search by make, model, and location, get a full vehicle spec (trim, mileage, colors, transmission, fuel type, drivetrain) for one listing, and pull a dealer's profile plus current inventory. Credential-free.
Search Autotrader vehicle listings and get normalized vehicle spec, dealer profiles, and current dealer inventory as structured JSON.
Familias de endpoints
3
Parámetros documentados
20
Ejemplos
3
Snapshot en vivo del catálogo
Endpoints activos
3
Métodos
GET
Parámetros obligatorios
5
Referencias de esquema
3
{
"platform": "Autotrader",
"endpoint": "autotrader-search",
"method": "GET",
"path": "/autotrader/search",
"auth": "apiKey"
}Casos de uso
Search Autotrader vehicle listings and get normalized vehicle spec, dealer profiles, and current dealer inventory as structured JSON.
Usa los endpoints de Autotrader para convertir used and new car market research en solicitudes API repetibles con inputs documentados y respuestas JSON.
Usa los endpoints de Autotrader para convertir price and mileage monitoring en solicitudes API repetibles con inputs documentados y respuestas JSON.
Usa los endpoints de Autotrader para convertir dealer inventory tracking en solicitudes API repetibles con inputs documentados y respuestas JSON.
Ejecución gestionada
Cada cifra de abajo se lee directamente del catálogo de endpoints en vivo de Autotrader — 3 endpoints, 20 parámetros de solicitud documentados y 3 esquemas de respuesta publicados — el mismo catálogo contra el que corren Docs y Playground.
3 documented Autotrader endpoints, grouped into 3 request families — Dealer, Search and Vehicle.
20 request parameters are documented across those Autotrader endpoints, 5 of them required — the full input contract is public before you write any integration code.
3 of the 3 Autotrader endpoints ship a recorded example response, and 3 carry a documented response schema — you can code against the real JSON before the first request.
Autotrader endpoints document their error responses (400, 404, 500 and 503) alongside the success schema, so a block, a rate limit, or a missing record comes back as a typed error rather than silently empty data.
3 hosted MCP tools back the Autotrader endpoints, so an agent can call the same routes with the same parameters and the same JSON contract, with no custom glue.
Mapa de cobertura
Estas tarjetas se generan a partir del catálogo de endpoints activo, así que la landing page refleja la misma superficie de API que usan Docs y Playground.
/autotrader/dealer/{id}
/autotrader/search
/autotrader/vehicle/{id}
Catálogo de endpoints
/autotrader/searchSearches Autotrader for new and used car listings, returning normalized vehicle summaries (make, model, trim, year, mileage, pricing, images) plus the total matching count. Credential-free public data sourced from Autotrader's own server-rendered search page.
Notas de la respuesta
- `total_count` reflects Autotrader's full matching-result count for the applied filters, not just `len(vehicles)`. - An invalid `condition`, `body_style`, or `seller_type` value returns `400` before any upstream request is made. - A search with no matching listings returns `200` with `"vehicles": []` and `total_count: 0`, not an error. - `pricing.no_price_label` (e.g. `"Contact Dealer For Price"`) is set instead of a numeric price when the dealer requires direct contact for pricing. - `stats` reports price and model-year aggregates (min/average/max) across the FULL matching result set for the applied filters, not just the returned page — useful for market-research callers who want the shape of the whole matching inventory. It is omitted when Autotrader's page does not carry this aggregate for the request. Example response: ```json { "code": 200, "msg": "OK", "data": { "total_count": 3392288, "page": 1, "page_size": 24, "vehicles": [ { "id": 754822172, "vin": "5GAEVAKS4TJ113378", "title": "New 2026 Buick Enclave Preferred w/ Power Package", "year": 2026, "make": {"code": "BUICK", "name": "Buick"}, "model": {"code": "ENCLAVE", "name": "Enclave"}, "trim": {"code": "ENCLAVE|Preferred", "name": "Preferred"}, "body_styles": [{"code": "SUV", "name": "Sport Utility"}], "mileage": {"label": "Mileage", "value": "1,111"}, "color": {"exterior_color": "Ocean Blue Metallic", "exterior_color_simple": "BLUE"}, "transmission": {"code": "AUT", "name": "Automatic", "description": "8-Speed Automatic"}, "fuel_type": {"code": "G", "name": "Gasoline", "group": "Gas"}, "listing_type": "NEW", "days_on_site": 252, "pricing": {"sale_price": 45235, "msrp": 53055, "display_price": 45235}, "url": "https://www.autotrader.com/cars-for-sale/vehicle/754822172" } ], "stats": { "derived_price": {"max": 289995, "average": 34521.5, "min": 1500}, "year": {"max": 2026, "average": 2018.3, "min": 1960}, "start_year": 1960, "end_year": 2026, "min_price": 1500, "max_price": 289995 }, "source_url": "https://www.autotrader.com/cars-for-sale/all-cars" } } ```
Herramienta MCP autotrader_search
/autotrader/vehicle/{id}Returns a normalized Autotrader vehicle listing: full vehicle spec (make, model, trim, mileage, colors, transmission, fuel type, engine, images, pricing), the full listing description, and seller detail (dealership or private seller). Credential-free public data sourced from Autotrader's own server-rendered vehicle detail page.
Notas de la respuesta
- `id` must be numeric; a non-numeric value returns `400` before any upstream request is made. - A listing id that is well-formed but no longer exists (sold, removed, or never existed) returns `404`, not an empty `200`. - `dealer` is omitted when Autotrader's page does not carry a resolvable seller record for the listing (parser drift or an incomplete listing). - `pricing.no_price_label` (e.g. `"Contact Dealer For Price"`) is set instead of a numeric price when the dealer requires direct contact for pricing. - `similar_listings` is a list of normalized vehicle summaries (the same shape as a search result, not full detail) for other listings Autotrader surfaces as similar on the same page. It is omitted when Autotrader's page does not carry a similar-listings shelf for this vehicle. Example response: ```json { "code": 200, "msg": "OK", "data": { "id": 754822172, "vin": "5GAEVAKS4TJ113378", "title": "New 2026 Buick Enclave Preferred w/ Power Package", "year": 2026, "make": {"code": "BUICK", "name": "Buick"}, "model": {"code": "ENCLAVE", "name": "Enclave"}, "trim": {"code": "ENCLAVE|Preferred", "name": "Preferred"}, "mileage": {"label": "Mileage", "value": "1,111"}, "color": {"exterior_color": "Ocean Blue Metallic", "exterior_color_simple": "BLUE", "interior_color": "Sandstone With Ebony"}, "transmission": {"code": "AUT", "name": "Automatic", "description": "8-Speed Automatic"}, "fuel_type": {"code": "G", "name": "Gasoline", "group": "Gas"}, "drive_type": {"name": "AWD4WD", "description": "All wheel drive"}, "engine": {"code": "4CLDR", "name": "4-Cylinder Turbo"}, "mpg_city": 20, "mpg_highway": 25, "listing_type": "NEW", "stock_id": "TJ113378", "packages": ["Power Package", "LPO, Floor Liner Package"], "vehicle_history_flags": ["NO_SALVAGE_TITLE", "NO_ACCIDENTS_REPORTED"], "pricing": {"sale_price": 45235, "msrp": 53055, "dealer_discounted_price": 46985, "display_price": 45235}, "description": "This 2026 Buick Enclave Preferred in Ocean Blue Metallic comes with the following features: ...", "dealer": { "id": 64141623, "name": "Chuck Nash Chevrolet Buick GMC", "phone": "7373444772", "address1": "3209 N I 35", "city": "San Marcos", "state": "TX", "zip": "78666", "rating": 4.7, "rating_count": 4332, "is_private_seller": false }, "url": "https://www.autotrader.com/cars-for-sale/vehicle/754822172", "similar_listings": [ { "id": 754822999, "title": "New 2026 Buick Enclave Essence", "year": 2026, "make": {"code": "BUICK", "name": "Buick"}, "model": {"code": "ENCLAVE", "name": "Enclave"}, "pricing": {"sale_price": 47995, "msrp": 55000, "display_price": 47995}, "url": "https://www.autotrader.com/cars-for-sale/vehicle/754822999" } ], "source_url": "https://www.autotrader.com/cars-for-sale/vehicle/754822172" } } ```
Herramienta MCP autotrader_vehicle
/autotrader/dealer/{id}Returns a normalized Autotrader dealer profile (name, phone, address, rating, website) plus a first page of the dealer's own current inventory as normalized vehicle summaries and the dealer's total listing count. Credential-free public data sourced from Autotrader's own server-rendered dealer profile page.
Notas de la respuesta
- `id` must be numeric; a non-numeric value returns `400` before any upstream request is made. - A dealer id that is well-formed but has no resolvable dealer record returns `404`, not an empty `200`. - `inventory` is a first batch of the dealer's own current listings (the page Autotrader itself renders), not the dealer's entire lot. `total_count` reports the dealer's true current listing count, which may be larger than `len(inventory)`. - `is_private_seller` is `true` for a private-individual seller profile rather than a dealership. Example response: ```json { "code": 200, "msg": "OK", "data": { "id": 64141623, "name": "Chuck Nash Chevrolet Buick GMC", "phone": "7373444772", "address1": "3209 N I 35", "city": "San Marcos", "state": "TX", "zip": "78666", "rating": 4.7, "rating_count": 4332, "is_private_seller": false, "url": "https://www.autotrader.com/car-dealers/san-marcos-tx/64141623/chuck-nash-chevrolet-buick-gmc", "inventory": [ { "id": 754822172, "title": "New 2026 Buick Enclave Preferred w/ Power Package", "year": 2026, "make": {"code": "BUICK", "name": "Buick"}, "model": {"code": "ENCLAVE", "name": "Enclave"}, "pricing": {"sale_price": 45235, "msrp": 53055, "display_price": 45235}, "url": "https://www.autotrader.com/cars-for-sale/vehicle/754822172" } ], "total_count": 638, "source_url": "https://www.autotrader.com/car-dealers/64141623" } } ```
Herramienta MCP autotrader_dealer
APIs relacionadas
Marketplaces & Retail
Collect marketplace product signals from Amazon without building brittle storefront scrapers.
Marketplaces & Retail
Build resale, pricing, and marketplace workflows from structured eBay data.
Marketplaces & Retail
Turn public Shop.app product and merchant pages into structured JSON for e-commerce product intelligence, price research, shop monitoring, and marketplace discovery workflows.
Cómo hacer scraping de Autotrader
Crawlora's Autotrader endpoints return vehicle search results, listing detail, and dealer profiles as normalized JSON with one API key — no HTML parsing required.
Send a make, model, and location to /autotrader/search for normalized vehicle summaries — price, year, mileage, colors, and transmission.
Pass a listing id to /autotrader/vehicle for the full vehicle spec, including drivetrain and fuel type.
Pass a dealer id to /autotrader/dealer for the dealer profile plus a first page of current inventory.
Re-run searches on a schedule to track price, mileage, and inventory changes.
Preguntas frecuentes
Send a make, model, and location to Crawlora's /autotrader/search endpoint and get normalized vehicle summaries as structured JSON.
No Autotrader account or API key is required from the caller — only your Crawlora API key.
Yes — /autotrader/dealer returns the dealer profile (name, phone, address, rating, website) plus a first page of that dealer's current listings.