Coches.net Scraper — Spain Car Listings

Extract vehicle listings from Coches.net, Spain's largest used car marketplace with over 150,000 active listings. Coches.net Scraper lets you scrape prices, brands, models, specifications, dealer info, and location data — no API key or login required.

🚀 Try it free — your first $5 of usage is on Apify. No credit card required.

What is Coches.net Scraper?

Coches.net Scraper is an Apify Actor that extracts structured vehicle data from Spain's leading automotive marketplace. Whether you're tracking used car prices across regions, building a dealer inventory database, or running competitive analysis on the Spanish automotive market, Coches.net Scraper delivers clean, structured JSON data ready for analysis.

The scraper works without browser emulation — it extracts data directly from coches.net's server-rendered pages, making it fast, reliable, and cost-effective.

What data does Coches.net Scraper extract?

Field	Description
🚗 Vehicle info	Title, make, model, year, mileage (km), horsepower
💰 Pricing	Listing price (EUR), financed price, market average price, price competitiveness rank (1–5), price drop history (original price, % drop, days since drop)
⛽ Specs	Fuel type (Gasolina, Diésel, Eléctrico, Híbrido, GLP)
🏷️ Labels	DGT environmental badge (C, ECO, 0 Emisiones, B), offer type (Ocasión, KM 0, Seminuevo)
🏢 Seller	Professional/private flag, certified vehicle, financing available, warranty included, phone number
📍 Location	Region, province, city
📸 Media	Full photo gallery (all URLs), video URLs, main thumbnail
📅 Dates	Publication date, creation date, scrape timestamp
🔖 Flags	Top/promoted listing, urgent sale, reserved, taxes included
🔗 Links	Direct listing URL

How to use Coches.net Scraper

Option 1: Search by filters

1. Set your filters — choose a make, model, fuel type, price range, or year range. All filters are optional; leave blank to scrape the full inventory.
2. Set limits — configure maxPages and maxItems to control how much data you collect.
3. Start the run — click "Start" and wait for the scraper to finish (typically under 2 minutes for 1,000 listings).
4. Download your data — export results as JSON, CSV, Excel, or connect directly via Apify's API or integrations.

Option 2: Scrape by URL

Paste one or more coches.net URLs directly:

• Listing URLs (e.g. https://www.coches.net/bmw-serie-3-320i-4p-gasolina-2009-en-madrid-70672809-covo.aspx) → extracts that single listing's full details.
• Search URLs (e.g. https://www.coches.net/segunda-mano/?MakeIds[0]=7) → paginates through those search results.

When URLs are provided, the make/model/fuel filters are ignored — the URL already defines what to scrape. maxPages and maxItems limits still apply to search URLs.

Incremental mode (cursor)

Enable enableCursor to only capture new listings since your last run. The scraper stores the highest listing ID seen and skips everything at or below that watermark on subsequent runs — zero duplicates, you only pay for new results. Ideal for scheduled daily or weekly monitoring.

Note: Incremental mode only works with filter-based search, not URL mode.

Input parameters

Parameter	Type	Description	Default
urls	String[]	One or more coches.net listing or search URLs. When set, search filters are ignored.	—
make	String	Car brand (Spanish names work: "Mercedes-Benz", "Alfa Romeo")	—
model	String	Model within the selected make ("Serie 3", "Clase A")	—
fuel	Enum	Fuel type: gasolina, diesel, electrico, hibrido, glp	—
minPrice / maxPrice	Integer	Price range in EUR	—
minYear / maxYear	Integer	Registration year range (1950–2027)	—
postalCode	String	Spanish postal code to search around. Requires radiusKm.	—
radiusKm	Integer	Search radius around postalCode, in km	—
province	Integer	Restrict to one province by INE code (28 = Madrid, 8 = Barcelona)	—
maxPages	Integer	Max search pages to crawl (~30 listings/page). Capped at 6 — see below.	3
maxItems	Integer	Hard cap on total listings returned	50
enableCursor	Boolean	Return only new and changed listings since your last run	false
cursorId	String	Namespaces the incremental ledger. Empty = derived from your filters.	—
emitSeenIds	Boolean	Write every observed listing id to SEEN_IDS for delisting detection	false
proxyConfiguration	Object	Proxy settings — recommended for runs over 500 listings	—

Output example

{
  "id": "71132036",
  "title": "BMW Serie 3 320d EfficientDynamics",
  "make": "BMW",
  "model": "Serie 3",
  "year": 2014,
  "km": 192000,
  "hp": 163,
  "price": 11800,
  "financed_price": null,
  "price_average_indicator": 11200,
  "price_rank_indicator": 3,
  "price_drop_original": 12500,
  "price_drop_percentage": 6,
  "price_drop_days": 1,
  "fuel_type": "Diésel",
  "environmental_label": "C",
  "is_professional": false,
  "is_certified": false,
  "is_financed": false,
  "is_top": true,
  "is_urgent": false,
  "has_warranty": false,
  "has_reservation": false,
  "includes_taxes": true,
  "offer_type": "Ocasión",
  "phone": null,
  "region": "Madrid",
  "province": "Madrid",
  "city": "Villanueva de Perales",
  "img_url": "https://a.ccdn.es/cnet/2026/07/21/71132036/2119172402_g.jpg/359x269cut/",
  "photos": [
    "https://a.ccdn.es/cnet/2026/07/21/71132036/2119172402_g.jpg",
    "https://a.ccdn.es/cnet/2026/07/21/71132036/2119172409_g.jpg",
    "https://a.ccdn.es/cnet/2026/07/21/71132036/2119172400_g.jpg"
  ],
  "videos": [],
  "publication_date": "2026-07-30T11:18:19Z",
  "creation_date": "2026-07-21T23:10:14Z",
  "url": "https://www.coches.net/bmw-serie-3-320d-efficientdynamics-4p-diesel-2014-en-madrid-71132036-covo.aspx",
  "source": "cochesnet",
  "scraped_at": "2026-07-31T10:30:00+00:00"
}

Output fields reference

Field	Type	Description
id	String	Coches.net listing identifier
latitude	Number	Municipality centroid latitude — see Location data below
longitude	Number	Municipality centroid longitude
ine_municipality_code	String	Official INE municipality code (CPRO+CMUN)
geo_precision	String	municipality or unavailable
title	String	Full listing title
make	String	Car manufacturer/brand
model	String	Car model name
year	Integer	Registration year
km	Integer	Mileage in kilometres
hp	Integer	Engine power in HP
price	Number	Listing price in EUR
financed_price	Number	Financed price in EUR (if available)
price_average_indicator	Number	Market average price for similar vehicles (EUR)
price_rank_indicator	Integer	Price competitiveness: 1 = great deal → 5 = overpriced
price_drop_original	Number	Previous price before last reduction (EUR)
price_drop_percentage	Number	Percentage of last price drop
price_drop_days	Integer	Days since last price change
fuel_type	String	Gasolina, Diésel, Eléctrico, Híbrido, GLP
environmental_label	String	DGT emissions badge (C, ECO, 0 Emisiones, B)
is_professional	Boolean	Professional dealer (vs. private seller)
is_certified	Boolean	Vehicle certified by dealer
is_financed	Boolean	Financing option available
is_top	Boolean	Promoted/top listing
is_urgent	Boolean	Marked as urgent sale
has_warranty	Boolean	Warranty included
has_reservation	Boolean	Currently reserved by a buyer
includes_taxes	Boolean	Price includes taxes (IVA/IGIC)
offer_type	String	Ocasión, KM 0, Seminuevo, etc.
phone	String	Seller phone number (if public)
region	String	Spanish autonomous community
province	String	Province
city	String	City
img_url	String	Main listing thumbnail URL
photos	String[]	All photo URLs for this listing
videos	String[]	Video URLs (if any)
publication_date	String	ISO 8601 — when the listing was last published/renewed
creation_date	String	ISO 8601 — when the listing was first created
url	String	Direct listing URL on Coches.net
source	String	Always cochesnet
scraped_at	String	ISO 8601 — extraction timestamp

Location data — what you get and how precise it is

Coches.net does not publish per-listing coordinates on any of its surfaces: not in the search payload, not on the individual listing page, and not through the API gateway behind the site. The complete location object on a listing is province, region and municipality.

What it does expose is location.cityId, and that value is the official INE municipality code (the Spanish national statistics code). So this Actor resolves coordinates offline from an embedded table of 8 217 municipality centroids built from official IGN/INE boundaries, covering 8 122 of the 8 124 municipalities in the register.

Field	Meaning
latitude / longitude	Centroid of the listing's municipality
ine_municipality_code	The official code — joins against census, income and registration data
geo_precision	municipality (~98% of listings, typically 1–8 km), province (fallback), or unavailable

A small minority of listings carry a sub-municipal entity code rather than a municipality code (for example 28800, "La Moraleja", a district of Alcobendas). Those fall back to the province centroid rather than to a postal-code lookup, because the postal-code tables place 28800 in Alcalá de Henares — roughly 30 km from the real location. A coarse coordinate that is correct beats a precise one that is wrong, and geo_precision always tells you which you have.

No extra requests, no per-listing cost, no geocoding key.

---

Radius search — find cars near a postal code

Set postalCode and radiusKm and the search is restricted to that radius. Coches.net performs the filtering itself, using the exact positions it holds internally, so this is more accurate than computing distances from the municipality centroids above.

{ "postalCode": "28521", "radiusKm": 50, "maxItems": 200 }

One behaviour to know about: the radius is exact for private sellers, but dealers with national or multi-province stock appear in any radius search regardless of distance. That is how coches.net itself behaves — a dealer 400 km away who advertises nationally shows up for every location. If you need a strict geographic bound, filter on is_professional at your end.

---

Incremental ingestion — keep a catalogue continuously up to date

Turn on enableCursor and the Actor returns only what actually changed.

The Actor keeps a ledger of every listing id already delivered for your search stream, plus a fingerprint over price / km / title / reservation / price drop:

Situation	Result
Listing id not in the ledger	Emitted, _delta_status: "new"
Fingerprint changed	Emitted, _delta_status: "updated" + _changed_fields, _previous_price, _price_delta
Seen before, unchanged	Skipped, not charged

The ledger makes no assumption about result ordering, which matters here: coches.net orders search results by relevance and shuffles that order between sessions, so anything based on "highest id seen so far" silently loses listings that surface out of order.

Runs sharing a cursorId share one ledger; different ids are fully independent. Leave it empty and the Actor derives a stable id from your filters, so parallel searches never interfere.

Detecting sold vehicles

With delta ingestion your catalogue never expires rows — a vehicle that sells simply stops appearing. Enable emitSeenIds and the Actor writes every id observed during the sweep (including those skipped as unchanged) to SEEN_IDS in the run's key-value store. Compare across runs and mark anything absent for N consecutive sweeps as sold. No extra cost.

Reading the run summary

{
  "scanned": 180, "items": 12, "emitted_new": 9, "emitted_updated": 3,
  "unchanged_skipped": 168, "ledger_size": 4211, "engine": "ledger-v0.2"
}

unchanged_skipped is the number to watch: listings the ledger recognised and did not charge you for. A healthy delta run scans many and emits few.

---

Crawl limits and building a full catalogue

Coches.net's robots.txt disallows pg=7 through pg=69, so no query may be paginated past page 6 — about 210 listings. This Actor caps maxPages at 6 and logs when it does.

To build a large catalogue, shard the query space rather than paginating deeper:

province × make × price band × year band

Use the province input (INE code) together with make, minPrice/maxPrice and minYear/maxYear to keep each query inside its page budget. For reference, the national catalogue is roughly 260 000 listings, so a complete sweep is on the order of several thousand narrow queries.

---

Pricing

Coches.net Scraper uses a pay-per-event pricing model:

• Platform fee: $0.05 per start
• Per result: $0.002 per listing
• Example: 1,000 listings costs approximately $2.05

Your first $5 of Apify usage is free — enough to scrape ~2,400 listings at no cost.

Use cases

• Market research: Analyze pricing trends by make, model, region, and age across Spain
• Price monitoring: Track price drops and market positioning with price_drop_* and price_rank_indicator fields
• Competitive intelligence: Compare dealer vs. private pricing, warranty offerings, and financing across regions
• Inventory analysis: Map supply distribution by province, fuel type, or price segment
• Incremental ingestion: Use cursor mode for zero-duplicate daily feeds into your data pipeline
• Data enrichment: Combine with AutoScout24 or Mobile.de data for cross-market comparison

Copy to your AI assistant

rastriq/cochesnet-spain on Apify. Spanish car listings from Coches.net with price rank against the live market, price-drop history, mileage, fuel type and region. Call ApifyClient("TOKEN").actor("rastriq/cochesnet-spain").call(run_input={...}), then client.dataset(run["defaultDatasetId"]).list_items().items. Full spec: GET https://api.apify.com/v2/acts/rastriq~cochesnet-spain/builds/default (Bearer TOKEN) → inputSchema, actorDefinition.storages.dataset, readme. Token: https://console.apify.com/account/integrations

Related Actors by Rastriq

• AutoScout24 Scraper — Europe's largest car marketplace
• Mobile.de Scraper — Germany's leading car platform
• Wallapop Cars Scraper — Spain's general classifieds marketplace
• Automobile Catalog Taxonomy — Car specs and taxonomy data
• Carandclassic Scraper — Classic car listings
• Classic Trader Scraper — Classic and vintage vehicles
• Collecting Cars Scraper — Car auction platform
• Njuskalo Scraper — Croatian classifieds
• Polovniautomobili Scraper — Serbian car marketplace

About the data

This actor is part of Rastriq's automotive coverage. See the normalised output fields, the full source list and the use cases behind it: used car market data.

---

FAQ

Is scraping Coches.net legal? Coches.net Scraper extracts only publicly available listing data that any visitor can see. It does not bypass any authentication, paywalls, or access controls. Always review Coches.net's terms of service and ensure your use case complies with applicable laws.

Does Coches.net Scraper require a login? No. The scraper works without any login or API key. It accesses the same public search results that any visitor sees.

How many results can I scrape? There is no hard limit. Set maxItems to 9999 and increase maxPages to scrape the full inventory. A full-market extraction of 150,000+ listings typically takes 3-4 hours.

How often is the data updated? Listings on Coches.net change constantly. Schedule daily or weekly runs to maintain an up-to-date dataset. Enable incremental mode (enableCursor) to only capture new listings and avoid re-processing.

Can I scrape a specific search or listing URL? Yes. Paste any coches.net listing URL (.aspx) or search URL (/segunda-mano/...) into the urls input. The scraper auto-detects the URL type and extracts accordingly.

What is incremental mode? When enableCursor is enabled, the scraper remembers the highest listing ID from each run. On subsequent runs, it skips all previously seen listings — so you only pay for genuinely new results. Perfect for scheduled monitoring.

---

Coches.net Scraper — Extracción de anuncios de coches en España

Coches.net Scraper extrae anuncios de vehículos de Coches.net, el mayor portal de compraventa de coches de España con más de 150.000 anuncios activos. Obtén precios, marcas, modelos, especificaciones, información del vendedor y datos de ubicación de forma automática.

¿Qué datos extrae?

• Vehículo: título, marca, modelo, año, kilómetros, caballos de potencia
• Precio: precio de venta (EUR), precio financiado, precio medio de mercado, ranking de competitividad (1–5), historial de bajadas de precio
• Especificaciones: tipo de combustible, etiqueta medioambiental de la DGT
• Vendedor: profesional o particular, vehículo certificado, financiación, garantía, teléfono de contacto
• Ubicación: comunidad autónoma, provincia, ciudad
• Multimedia: galería completa de fotos, vídeos
• Fechas: fecha de publicación, fecha de creación
• Flags: anuncio destacado, venta urgente, reservado, impuestos incluidos
• Enlaces: URL directa del anuncio

Modos de uso

1. Búsqueda por filtros: configura marca, modelo, combustible, rango de precio y año.
2. Búsqueda por URL: pega una o más URLs de coches.net (anuncios individuales o páginas de búsqueda).
3. Modo incremental: activa enableCursor para capturar solo anuncios nuevos desde la última ejecución — cero duplicados.

¿Cómo funciona?

1. Configura los filtros o pega URLs directamente.
2. Establece los límites de páginas y resultados.
3. Ejecuta el scraper y descarga los datos en JSON, CSV o Excel.
4. Programa ejecuciones periódicas para crear una base de datos histórica de precios.

¿Es legal?

Coches.net Scraper solo extrae datos de anuncios públicos accesibles para cualquier visitante. No requiere inicio de sesión ni sortea ningún tipo de protección. Revisa siempre los términos de uso de Coches.net y la legislación aplicable.

Sobre los datos

Este actor forma parte de la cobertura de automoción de Rastriq. Consulta la lista completa de fuentes, los campos normalizados de salida y los casos de uso: datos del mercado de coches de ocasión.