Wallapop Cars Scraper — Used Car Listings, Prices & Sellers

Extract used car listings, prices, specs, and seller data from Wallapop — Spain's largest classifieds marketplace with millions of active listings. No login or API key required.

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

🔍 What is Wallapop Cars Scraper?

Wallapop Cars Scraper is an unofficial Wallapop API that extracts car listings from Spain's most popular classifieds platform.

Use Wallapop Cars Scraper to:

• Monitor used car prices — track prices for any make, model, or region across Spain
• Compare private vs dealer pricing — analyze how private-seller prices differ from professional dealers
• Build vehicle databases — extract price, mileage, year, specs, and location for thousands of listings
• Detect new listings instantly — incremental mode delivers only new or changed listings, skipping duplicates
• Automate market intelligence — schedule daily runs and integrate via API, Make, or Zapier

📋 What data does Wallapop Cars Scraper extract?

Field	Type	Description
id	string	Unique Wallapop listing identifier
url	string	Direct link to the listing
title	string	Listing title
brand	string	Car brand (BMW, Seat, Audi, etc.)
model	string	Car model (Serie 3, Leon, A3, etc.)
version	string	Trim/version (320d, FR, S-Line, etc.)
year	integer	Registration year
km	integer	Mileage in kilometers
price	integer	Asking price in EUR
engine	string	Fuel type (Diesel, Gasolina, Híbrido, Eléctrico)
horsepower	integer	Engine power in HP
gearbox	string	Transmission type
seller_type	string	Private or professional seller
city	string	Seller's city
region	string	Autonomous community
postal_code	string	Postal code
latitude / longitude	number	Exact listing coordinates
image_url	string	Main listing photo URL
is_refurbished	boolean	Whether the car is refurbished
has_warranty	boolean	Whether warranty is included
reserved	boolean	Whether the listing is reserved
created_at	datetime	When the listing was published
description	string	Seller's description text

Browse sample data — see exactly what you'll get before running.

📦 Output example

Each result is a structured JSON object. Here's a real listing from Madrid:

{
  "id": "mzn3d1w82gjn",
  "title": "BMW Serie 3 2024",
  "brand": "BMW",
  "model": "Serie 3",
  "version": "G20 320e 204 4p Aut",
  "year": 2024,
  "km": 280000,
  "horsepower": 204,
  "engine": "Híbrido",
  "gearbox": null,
  "seller_type": null,
  "price": 22900,
  "currency": "EUR",
  "city": "Madrid",
  "region": "Comunidad de Madrid",
  "postal_code": "28023",
  "country": "ES",
  "latitude": 40.461805,
  "longitude": -3.776215,
  "is_refurbished": false,
  "has_warranty": false,
  "reserved": false,
  "image_url": "https://cdn.wallapop.com/images/10420/lf/7w/__/c10420p1295352697/i6698061687.jpg?pictureSize=W800",
  "url": "https://es.wallapop.com/item/bmw-serie-3-2024-1295352697",
  "created_at": "2026-08-27T11:32:00+00:00",
  "description": "Excelente estado, mejor ver y probar",
  "scraped_at": "2026-08-28T20:46:10+00:00"
}

Download results from Wallapop Cars Scraper in JSON, CSV, Excel, XML, or HTML from the Output tab, or pull them via API.

Browse sample records — see exactly what you'll get before running.

GDPR note — Seller identity and free-text fields (user_id, description) are replaced with "GDPR Protection" in the public sample dataset. The live Actor returns full values — your data, your responsibility.

See real records before you run it

Browse sample data extracted by this Actor — fields, format and structure, ready to inspect before your first run.

🚀 How to use Wallapop Cars Scraper

1. Create a free Apify account at apify.com — your first $5 is free
2. Open Wallapop Cars Scraper and click Try for free
3. Enter a search (e.g., BMW Serie 3) and select a city
4. Click Start — default settings return ~50 listings in under 1 minute
5. Preview your data in the Output tab
6. Export in JSON, CSV, or Excel — or connect via API, Make, or Zapier

Tip: Start with the default input (BMW Serie 3 in Madrid) to see the output format before customizing.

⚙️ Input parameters

Parameter	Type	Default	Description
keywords	string	BMW Serie 3	Free-text search — brand, model, or any keyword. Leave empty to browse all cars
location	select	madrid	City used as geographic center (Madrid, Barcelona, Valencia, Sevilla, Bilbao, Málaga, Zaragoza, or all Spain)
minPrice / maxPrice	integer	—	Price range filter in EUR
minYear / maxYear	integer	—	Registration year range
engine	select	—	Fuel type: Petrol, Diesel, Electric/Hybrid, Plug-in Hybrid, LPG
gearbox	select	—	Manual, Automatic, or Semi-automatic
sellerType	select	—	Private sellers, Professional dealers, or both
orderBy	select	most_relevance	Sort: Most relevant, Newest, Price low→high, Price high→low, Closest
maxItems	integer	50	Hard cap on listings (50 ≈ 1 min, 500 ≈ 1 min, 5000 ≈ 5–8 min)
maxPages	integer	0	Pages to sweep (~35 listings each). 0 = automatic
enableCursor	boolean	false	Incremental mode — return only new or changed listings
cursorId	string	—	Namespaces the incremental ledger
emitSeenIds	boolean	false	Write observed IDs for delisting detection

💰 How much does it cost to use Wallapop Cars Scraper?

$1.00 per 1,000 listings (+ $0.005 per start). Your $5 free trial credit covers ~4,900 listings.

🔄 Incremental ingestion — keep a catalogue up to date

Turn on Incremental mode and Wallapop Cars Scraper returns only what changed since your last run.

How it works

The actor keeps a ledger of every listing ID it has already delivered, together with a fingerprint of price / km / title / reserved. On each run:

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

Extra fields in incremental mode

Field	Description
_delta_status	"new" or "updated"
_changed_fields	Which fields moved — ["price"], ["km"], ["other"]
_previous_price	Price at the previous sighting (updates only)
_price_delta	Signed price change in € — negative means a price drop

Detecting sold vehicles

Enable Emit seen ids and the Actor writes every ID observed during the sweep 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.

Suggested pattern

1. Run 1 — enableCursor: true, generous maxItems and maxPages. Captures a full baseline.
2. Runs 2..n — same input, 2–3× daily. Returns only new and changed listings.
3. Weekly — one run with emitSeenIds: true to reconcile and expire sold vehicles.

🔒 Privacy — GDPR compliance

Enable Strip seller personal data (stripSellerPII: true) to remove personal data of private sellers from the output:

Field	Action
user_id	Set to null
latitude / longitude	Truncated to ~1 km precision (2 decimals)
description	Phone numbers and emails replaced with [REDACTED]

Professional seller data is never affected — their contact details are commercial, not personal under GDPR.

When stripSellerPII is off (the default), the actor behaves exactly as before — all fields are emitted as-is.

💡 Use cases

• Used car market analysis — benchmark private-seller prices for any make and model across Spain
• Geographic price comparison — compare asking prices between cities or regions
• Dealer vs. private pricing — track how private market prices differ from professional dealers
• Inventory monitoring — catch underpriced cars or fast-moving inventory daily
• Valuation datasets — build datasets for used car valuation, insurance pricing, or consumer research

🔗 Integrations & scheduling

• Schedule daily or weekly runs from the Apify Console for automated data collection
• Push results to Google Sheets, Slack, Zapier, Make, webhooks, or any database
• Fetch datasets via the Apify REST API or the official JavaScript/Python clients
• Use Apify integrations to connect to 200+ apps

🏎️ Related Rastriq Actors — Used Cars

Actor	Description
Coches.net Scraper	Spain's largest dealer marketplace — prices, specs, and dealer data
Milanuncios Scraper	Spanish classifieds — cars, real estate, and more
Autoscout24 Scraper	Pan-European used car marketplace
Mobile.de Scraper	Germany's largest car marketplace
Collecting Cars Scraper	UK's leading online car auction platform

Copy to your AI assistant

Copy the Apify Store URL for this Actor and paste it into ChatGPT, Claude, or any LLM with web access:

https://apify.com/rastriq/wallapop-cars-scraper

The model will read the Actor description, input schema, and field list — then help you build the right API call or integration.

About the data

This Actor is built and maintained by Rastriq, a data intelligence company specializing in structured extraction for market research and competitive analysis. Browse our full field reference and methodology.

❓ FAQ

Is scraping Wallapop legal?

Wallapop Cars Scraper only accesses publicly available data — information visible to any visitor without logging in. You are responsible for using the extracted data in compliance with Wallapop's Terms of Service and applicable data protection laws (including GDPR).

Does Wallapop Cars Scraper require a login?

No. Wallapop Cars Scraper works with public data only — no login, API key, or cookies required.

Can I search all of Spain?

Yes. Select espana as the search center, or pick any city — Wallapop sorts by proximity but returns results from across Spain. For the widest coverage, use espana or madrid as the center.

What's the maximum number of results?

Up to 5,000 listings per run. For larger datasets, schedule multiple runs with different filters or use incremental mode to build up a catalogue over time.

How does incremental mode save money?

Incremental mode keeps a ledger of previously seen listings. On each run, only new or changed listings are emitted and charged — unchanged listings are skipped for free. A typical delta run scans hundreds of listings but emits only a handful.

Can I detect when a car is sold?

Yes. Enable Emit seen ids and compare the SEEN_IDS key-value store across consecutive runs. Any listing absent for N consecutive sweeps can be marked as sold.

What export formats are supported?

Wallapop Cars Scraper outputs JSON, CSV, Excel (XLSX), XML, and HTML table. You can also push data directly to Google Sheets or any webhook endpoint.

How fast is Wallapop Cars Scraper?

Wallapop Cars Scraper processes ~500 listings per minute on default settings. A typical 50-listing run finishes in under 60 seconds.