Coches.net Car Search Scraper: Extract Spanish Auto Listings at Scale

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What Is Coches.net?

Coches.net is one of Spain's largest online car marketplaces, hosting thousands of new and used vehicle listings from both private sellers and professional dealers. Manually extracting listing data for market analysis or inventory comparison is impractical at scale. The Coches.net Car Search Scraper automates this entirely, turning search result pages into structured, exportable datasets.

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Overview

This scraper processes Coches.net search result URLs and extracts detailed records for each listed vehicle. It is suited for:

• Automotive dealers monitoring competitor pricing and inventory
• Market analysts tracking price trends by make, model, or region
• Aggregator platforms feeding data into custom car search tools
• Researchers studying the Spanish used car market

The scraper supports pagination, bulk URL input, configurable item limits, and proxy routing for reliable, uninterrupted collection.

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Input Format

{
  "urls": [
    "https://www.coches.net/search/?Section1Id=2500&pg=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 50
}

Field	Type	Description
urls	array	One or more Coches.net search result URLs. Supports bulk paste or single entry. Example: https://www.coches.net/search/?Section1Id=2500&pg=2
ignore_url_failures	boolean	If true, failed URLs are skipped rather than stopping the entire run. Recommended for bulk jobs. Default: true
max_items_per_url	integer	Maximum listings to collect per URL. Default: 20. Increase up to available listings per page.

Tip: To scrape multiple pages, add each paginated URL separately (e.g., ?pg=1, ?pg=2). Use search filters in the URL to narrow results by make, fuel type, or province.

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Output Format

{
  "price_average_indicator": 29500,
  "body_type_id": 6,
  "creation_date": "2025-08-14T18:45:10Z",
  "environmental_label": "C",
  "hp": 129,
  "financed_price": 26800,
  "financing_info": {
    "lender": "santander",
    "instalment": 382.13883567762076,
    "terms": 120,
    "tae": 12.5425,
    "entry": 0
  },
  "fuel_type": "Gasolina",
  "fuel_type_id": 2,
  "has_online_financing": false,
  "has_reservation": true,
  "hide_phone": false,
  "has_warranty": true,
  "id": "61258027",
  "img": "https://a.ccdn.es/cnet/vehicles/18388610/91ca917a-347c-4354-9264-9d2169f841cd.jpg",
  "img_url": "https://a.ccdn.es/cnet/vehicles/18388610/91ca917a-347c-4354-9264-9d2169f841cd.jpg/359x269cut/",
  "includes_taxes": true,
  "is_certified": false,
  "is_financed": true,
  "is_urgent": false,
  "is_professional": true,
  "is_url_semantic": true,
  "km": 46440,
  "location": {
    "province_ids": [
      15
    ],
    "region_id": 12,
    "region_literal": "Galicia",
    "main_province": "A Coruña",
    "main_province_id": 15,
    "city_id": 15058,
    "city_literal": "Oleiros"
  },
  "make": "VOLVO",
  "make_id": 48,
  "model": "XC40",
  "model_id": 1233,
  "pack": {
    "legacy_id": 30,
    "type": "expert"
  },
  "price": 28800,
  "url": "/volvo-xc40-15-t2-core-auto-5p-gasolina-2024-en-a-coruna-61258027-covo.aspx",
  "offer_type": {
    "id": 0,
    "literal": "Ocasión"
  },
  "phone": "689525145",
  "photos": [
    "https://a.ccdn.es/cnet/vehicles/18388610/91ca917a-347c-4354-9264-9d2169f841cd.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/991f7aac-fada-40bb-ae19-272a39bec0a3.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/3ef86fbf-5263-48cf-8b74-97adf5ccb283.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/d22e38eb-8024-4bd8-9188-c5465b87e1f2.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/d0bf914f-9be9-480c-9c57-817190965b8d.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/e882de55-9310-4662-a8ef-75b487aa8ac4.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/6e2a4593-187d-4601-b2a9-7d0ce3443c9a.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/87514673-948f-419a-8edc-9d07d04774b4.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/6cc05c60-e8f9-41e7-876e-f2efc03724d5.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/7c9e839a-8f46-43ef-bd44-1c7c5e3a1ae6.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/0b600422-ca9a-4bdf-a108-c19710875b40.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/b17ef47f-faf6-4967-9158-f66f9d0cc7af.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/64364dcc-04ff-4529-af51-b76e3995d2b9.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/f7206011-1bd5-43ba-8461-fdcddbb8c908.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/055f996d-2293-41fa-91cd-c3d34814de0c.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/1c8ae890-fef0-42f7-9ae9-1c5b46654f39.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/bc4c9d36-5c7f-4000-8fcc-1e79de03d3d5.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/66e3c66e-7c9e-4d00-a77c-f08932b3bc78.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/ed0ed0af-aa13-4e68-949f-9895d111e815.jpg",
    "https://a.ccdn.es/cnet/vehicles/18388610/c7d9d2c5-305d-41cc-9162-8a5a8246c169.jpg"
  ],
  "province_id": 15,
  "publication_date": "2026-04-29T12:01:35Z",
  "price_rank_indicator": 3,
  "specific_fuel_type_id": 2,
  "tax_type_id": 1,
  "title": "VOLVO XC40 1.5 T2 Core Auto",
  "videos": [],
  "warranty_id": 4,
  "warranty_months": 24,
  "year": 2023,
  "seller": {
    "name": "MERENAUTO ",
    "is_professional": true,
    "contract_id": "111702",
    "pack": {
      "legacy_id": 30,
      "type": "expert"
    },
    "ratings": {
      "average": 4.6,
      "tags": [],
      "total_reviews": 30
    }
  },
  "list_position": 1
}

Each vehicle listing returns a structured record with 45+ fields:

Identification & Listing Info

Field	Meaning
ID	Unique internal Coches.net listing identifier
Title	Full listing title as displayed (e.g., "Seat Ibiza 1.0 TSI 95cv Style")
URL	Direct link to the listing page
Is URL Semantic	Whether the URL uses a human-readable slug
Publication Date	Date the listing was published
Creation Date	Date the record was created in the system
List Position	Position of the listing within the search results
Offer Type	Type of offer (e.g., standard, urgent, featured)
Is Urgent	Whether the seller has marked the listing as urgent

Vehicle Specs

Field	Meaning
Make	Brand name (e.g., Toyota, BMW)
Make ID	Internal brand identifier
Model	Model name (e.g., Corolla, Serie 3)
Model ID	Internal model identifier
Year	Manufacturing or registration year
KM	Odometer reading in kilometers
HP	Engine power in horsepower
Fuel Type	Fuel category label (e.g., Gasoline, Diesel, Electric)
Fuel Type ID	Internal fuel type code
Specific Fuel Type ID	More granular fuel sub-type identifier
Body Type ID	Body style code (e.g., sedan, SUV, hatchback)
Environmental Label	Spanish DGT eco label (e.g., 0, ECO, C, B)
Pack	Trim level or equipment pack name

Pricing & Financing

Field	Meaning
Price	Listed sale price
Financed Price	Monthly payment if financed
Financing Info	Financing terms or conditions
Has Online Financing	Whether online financing is available
Is Financed	Whether the listing shows a financed price
Includes Taxes	Whether the price includes taxes (IVA)
Tax Type ID	Tax regime applied to the listing
Price Average Indicator	Relative price vs. market average
Price Rank Indicator	Ranking of price competitiveness

Seller & Contact

Field	Meaning
Seller	Seller name and metadata
Is Professional	Whether the seller is a dealership/professional
Is Certified	Whether the vehicle has a certified pre-owned status
Phone	Seller contact phone number
Hide Phone	Whether the phone number is hidden on the listing
Province ID	Province code of the seller/vehicle location
Location	Human-readable location string

Warranty & Reservation

Field	Meaning
Has Warranty	Whether a warranty is offered
Warranty ID	Warranty type identifier
Warranty Months	Duration of warranty in months
Has Reservation	Whether the listing supports online reservation

Media

Field	Meaning
Image	Primary listing image (thumbnail object)
Image URL	Direct URL to the main image
Photos	Array of all listing photo URLs
Videos	Array of video URLs if present

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How to Use

1. Build your search URL — Filter by make, body type, fuel, price range, or province on Coches.net, then copy the search results URL.
2. Add to urls — Paste one or more paginated URLs into the array.
3. Set item limit — Adjust max_items_per_url to match how many listings you need (typical pages show 20–40 results).
4. Run and export — Download results as JSON, CSV, or Excel.

Tips:

• Append &pg=N to collect across multiple pages.
• Use ignore_url_failures: true for large batch runs to avoid interruptions from occasional timeouts.
• The Environmental Label field is especially useful for filtering EV and hybrid inventory.

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Use Cases & Business Value

• Price intelligence: Compare how your inventory is priced vs. the broader market using Price Rank Indicator and Price Average Indicator
• Inventory monitoring: Track new listings by make/model/region automatically
• Lead generation: Identify urgent or below-market listings for resale opportunities
• Research: Analyze depreciation curves, regional demand, or EV adoption rates using structured historical data

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Conclusion

The Coches.net Car Search Scraper gives automotive professionals and researchers direct access to Spain's car market data without manual effort. With granular fields covering specs, pricing, financing, seller credentials, and media, it supports everything from one-off analysis to automated data pipelines. Run it on any Coches.net search URL and get clean, structured results in minutes.