🚗 Coches.net Scraper

Want to find the right car or analyze Spain's used car market? This scraper makes it simple.

Paste an input_url from your browser once you've already filtered on Coches.net, or use structured filters (make, model, province, price, mileage, year, fuel, gearbox, body type) — structured filters work better for AI agents. When input_url is set it overrides the filters. Either way, you get up to 1500 car listings from Coches.net with pricing, specs, seller details, and location as CSV or JSON.

💡 Perfect for...

• Car Buyers: Track prices and spot good deals across Spain.
• Dealerships: Monitor competitor inventory, prices, locations, and listing volume.
• Market Research: Analyze Spanish used car trends by brand, model, province, mileage, fuel type, and price.
• Data Analysts: Build dashboards, pricing models, or inventory reports from structured vehicle data.
• 🤖 OpenClaw & AI Agents: Power autonomous workflows that watch specific makes, provinces, or fuel types — structured enums are agent-friendly.
• 📚 RAG Systems: Feed real car listings into Retrieval-Augmented Generation pipelines for automotive search and Q&A.
• 🔗 AI Workflows: Integrate with LangChain, AutoGPT, CrewAI, and other tools that need current automotive listings.

✨ Why you'll love this scraper

• 🔗 Input URL or Filters: Paste a Coches.net search URL (input_url) if you already filtered in the browser, or use structured filters (better for AI agents). input_url always wins when set.
• 🎯 Structured Filters: Search by make, model, Spanish province, price, mileage, year, fuel, gearbox, and body type — no URL crafting required.
• ⚙️ Detailed Vehicle Data: Extracts price, make, model, fuel type, mileage, engine capacity, power, year, location, and seller information.
• ⏱️ Sorting Options: Control how results are traversed, from most relevant listings to lowest price, newest cars, or lowest mileage.
• 👤 Seller Insights: Distinguish between professional sellers and private sellers, including seller names when available.
• 📍 Spanish Market Coverage: Capture province, city, and autonomous community data from Coches.net listings.

📦 What's inside the data?

For every single car listing, you will get:

• Core Details: id, title, url, image, created_at, published_date
• Location: location_city, location_region, location_province
• Technical Specs: make, model, fuel_type, mileage, engine_capacity, engine_power, first_registration_year
• Pricing & Seller: price, price_has_taxes, price_indicator, price_drop_data, seller_name, seller_type, phone, hide_phone, seller_pack, seller_ratings, offer_type
• Extra Status: environmental_label, is_certified, is_financed, pack, warranty, has_reservation, has_urge

🛠️ Sort options

You can tell the scraper what order to read the listings in using the filter_by parameter:

• Most Relevant – Coches.net's default recommended ordering
• Lowest / Highest Price – Sort by cash price
• Lowest / Highest Monthly Fee – Sort by monthly financing fee
• Lowest / Highest KM Distance – Sort by mileage
• Oldest / Newest – Sort by vehicle year

🚀 Quick start

Option A — Input URL

1. Open Coches.net, apply filters in the browser, copy the results URL.
2. Paste it into input_url.
3. Set max_cars and click Start.

Option B — Structured filters (better for AI agents)

1. Leave input_url empty.
2. Set filters (e.g. make BMW, province Madrid, max price 25000).
3. Optionally pick fuel, gearbox, or body type; choose filter_by; set max_cars (up to 1500).
4. Click Start and export CSV, Excel, or JSON when done.

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Tech details for developers

Input Example (filters)

{
  "make": "BMW",
  "model": "Serie 3",
  "province": "Madrid",
  "price_max": 25000,
  "mileage_max": 120000,
  "year_min": 2018,
  "energy": "Diésel",
  "gearbox": "Automático",
  "filter_by": "Lowest Price",
  "max_cars": 500
}

Input Example (URL override)

{
  "input_url": "https://www.coches.net/bmw/serie-3/segunda-mano/",
  "max_cars": 500
}

Output Example

{
  "id": "70766777",
  "title": "CITROEN Xsara 1.4 SX",
  "url": "https://www.coches.net/citroen-xsara-14-sx-5p-gasolina-2004-en-alicante-70766777-covo.aspx",
  "image": "https://a.ccdn.es/cnet/2026/06/01/70766777/2109441964_g.jpg",
  "created_at": "2026-06-01T21:57:10Z",
  "published_date": "2026-06-01T22:05:57Z",
  "location_city": "Torrevieja",
  "location_region": "Comunitat Valenciana",
  "location_province": "Alicante",
  "make": "CITROEN",
  "model": "Xsara",
  "fuel_type": "Gasolina",
  "mileage": 160000,
  "engine_capacity": 1360,
  "engine_power": 75,
  "first_registration_year": 2004,
  "price": 300,
  "seller_name": "Autor",
  "seller_type": "PrivateSeller",
  "phone": "643636371",
  "hide_phone": false,
  "offer_type": "Ocasión",
  "environmental_label": "B",
  "is_certified": false,
  "is_financed": false,
  "pack": null,
  "warranty": null,
  "has_reservation": false,
  "price_has_taxes": true,
  "price_indicator": null,
  "price_drop_data": null,
  "seller_pack": null,
  "seller_ratings": null,
  "has_urge": false
}

Parameters:

Parameter	Type	Required	Description
input_url	string	No	Paste a Coches.net search results URL; overrides all filters below when set. Leave empty to use filters (better for AI agents).
make	string (select)	No	Car brand, matching Coches.net's own make list exactly (119 brands, e.g. BMW, SEAT, VOLKSWAGEN, MERCEDES-BENZ). Leave empty for all brands.
model	string	No	Model name (e.g. Golf, Leon, Serie 3). Best with make.
province	string (select)	No	Spanish province — full list of all 52 provinces (Araba, Albacete, …, Ceuta, Melilla).
price_min / price_max	integer	No	Cash price range in euros.
mileage_min / mileage_max	integer	No	Mileage range in km.
year_min / year_max	integer	No	First-registration year range.
energy	string	No	Fuel type: Diésel, Gasolina, Eléctrico, Híbrido, Híbrido enchufable, Gas licuado (GLP), Gas natural (CNG), Otros.
gearbox	string	No	Automático or Manual.
body_type	string	No	Berlina, Coupé, Cabrio, Familiar, Monovolumen, SUV, Pick Up, Furgoneta.
filter_by	string	No	Sort order (see sort options above).
max_cars	integer	Yes	Max cars to scrape (20–1500, default: 500).

Notes on make and province

• make is a dropdown sourced from Coches.net's own active-brand list (119 brands), so every value is guaranteed to resolve to a real search filter — no more invalid/typo'd brands.
• province now covers the complete list of 52 Spanish provinces (previously only 27 were selectable), using the co-official names Coches.net itself uses (e.g. Araba, Gipuzkoa, Bizkaia, Ourense). Older values like Illes Balears or Santa Cruz de Tenerife still resolve correctly for backward compatibility.