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.
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Marketplaces y retail3 endpoints activosapiKey
Autotrader Scraper API
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
Cobertura de Autotrader
Endpoints activos
3
Métodos
GET
Parámetros obligatorios
5
Referencias de esquema
3
Dealer1
Search1
Vehicle1
{
"platform": "Autotrader",
"endpoint": "autotrader-search",
"method": "GET",
"path": "/autotrader/search",
"auth": "apiKey"
}Casos de uso
Workflows que encajan con Autotrader
Search Autotrader vehicle listings and get normalized vehicle spec, dealer profiles, and current dealer inventory as structured JSON.
Price and mileage monitoring
Usa los endpoints de Autotrader para convertir price and mileage monitoring en solicitudes API repetibles con inputs documentados y respuestas JSON.
Dealer inventory tracking
Usa los endpoints de Autotrader para convertir dealer inventory tracking en solicitudes API repetibles con inputs documentados y respuestas JSON.
Ejecución gestionada
Cómo maneja Crawlora esta plataforma
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.
Documented endpoint coverage
3 documented Autotrader endpoints, grouped into 3 request families — Dealer, Search and Vehicle.
Published request surface
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.
Known response shape
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.
Documented failure modes
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.
Agent-callable MCP tools
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
Descubre qué puede recopilar la API antes de integrarla
1 endpoints
Dealer
/autotrader/dealer/{id}
GETapiKey
1 endpoints
Search
/autotrader/search
GETapiKey
1 endpoints
Vehicle
/autotrader/vehicle/{id}
GETapiKey
Catálogo de endpoints
Endpoints de la API de Autotrader
GETapiKeyexample
/autotrader/searchSearch Autotrader vehicle listings
Searches Autotrader for new and used car listings, returning vehicle summaries (make, model, trim, year, mileage, pricing, images) plus the total matching count.
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.
Herramienta MCP autotrader_search
query:queryzip:queryradius:query+13 más
GETapiKeyexample
/autotrader/vehicle/{id}Get Autotrader vehicle listing detail
Returns an 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).
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 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.
Herramienta MCP autotrader_vehicle
id:pathx-api-key:header
GETapiKeyexample
/autotrader/dealer/{id}Get Autotrader dealer profile
Returns an Autotrader dealer profile (name, phone, address, rating, website) plus a first page of the dealer's own current inventory as vehicle summaries and the dealer's total listing count.
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.
Herramienta MCP autotrader_dealer
id:pathx-api-key:header
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Cómo hacer scraping de Autotrader
Extrae datos de Autotrader en 8 pasos
Crawlora's Autotrader endpoints return vehicle search results, listing detail, and dealer profiles as normalized JSON with one API key — no HTML parsing required. Autotrader's search, vehicle and dealer routes use three different identifiers and inputs, and the documented contract matters more than the example call: make and model take Autotrader's own codes, and a model requires a make.
- Paso 1
Search vehicle listings
Send a make, model, and location to /autotrader/search for normalized vehicle summaries — price, year, mileage, colors, and transmission.
- Paso 2
Get listing detail
Pass a listing id to /autotrader/vehicle for the full vehicle spec, including drivetrain and fuel type.
- Paso 3
Look up a dealer
Pass a dealer id to /autotrader/dealer for the dealer profile plus a first page of current inventory.
- Paso 4
Monitor over time
Re-run searches on a schedule to track price, mileage, and inventory changes.
- Paso 5
Send Autotrader codes for make and model
make takes Autotrader's code (for example TOYOTA, HONDA or BMW) and model takes a model code such as CAMRY, which requires make. A ZIP must be five digits and radius is in miles, so normalize user input before the call.
- Paso 6
Take ids from the right URL segment
The vehicle route takes the numeric segment of a /cars-for-sale/vehicle/{id} URL, and the dealer route takes the numeric segment of a /car-dealers/{id} URL. They are different id spaces, so store which one you hold.
- Paso 7
Combine the three routes
Search returns vehicle summaries (make, model, trim, year, mileage, pricing, images) plus a total matching count. The vehicle route adds the full specification, listing description and seller detail, and the dealer route adds a profile and a first page of that dealer's inventory with a total listing count.
- Paso 8
Expect vehicle pages to 503 on shape drift
On 2026-10-30 /autotrader/vehicle/788444963 answered 503 autotrader returned a page without a __NEXT_DATA__ payload, while /autotrader/dealer/670936 returned AutoNation Toyota South Austin with rating 5 from 15,166 ratings and 25 inventory rows.
Agent Skills
Usa datos de Autotrader desde tu agente de código
Instala un agent skill de Crawlora y tu agente obtiene datos de Autotrader como JSON mediante la API documentada, sin escribir un scraper. Estos skills cubren Autotrader:
Used-car market comparison
Compare used-car asking prices with matched local listings through Crawlora. Use for a vehicle shortlist, a comparable-listing price range, or…
npx skills add github.com/Crawlora-org/crawlora-skills --skill used-car-market-comparisonUsed-car price history analysis
Analyze observed used-car listing price changes through Crawlora stored vehicle histories and selected live listings. Use for a dated price-change…
npx skills add github.com/Crawlora-org/crawlora-skills --skill used-car-price-history-analysisReal estate & auto research
Researches homes and used cars via the Crawlora API — Zillow and Redfin property search/estimates/market trends, plus CarMax, Autotrader, and…
npx skills add github.com/Crawlora-org/crawlora-skills --skill real-estate-autos-research
Preguntas frecuentes
Scraping de Autotrader: preguntas frecuentes
How do I search Autotrader listings with an API?
Send a make, model, and location to Crawlora's /autotrader/search endpoint and get normalized vehicle summaries as structured JSON.
Does the Autotrader API require an account or API key?
No Autotrader account or API key is required from the caller — only your Crawlora API key.
Can I get a dealer's current inventory?
Yes — /autotrader/dealer returns the dealer profile (name, phone, address, rating, website) plus a first page of that dealer's current listings.
Which Autotrader ids does each route take?
The vehicle route takes the listing id from a /cars-for-sale/vehicle/{id} URL and the dealer route takes the dealer id from /car-dealers/{id}.
Can I search by model without a make?
No. The model parameter requires make, and both take Autotrader's uppercase codes.