# Wallapop Cars Scraper — Spain (`rastriq/wallapop-cars-scraper`) Actor
Scrape car listings from Wallapop Spain. Filter by make, model, price range, year, mileage and engine type. Outputs structured data ready for spreadsheets or databases.
- **URL**: https://apify.com/rastriq/wallapop-cars-scraper.md
- **Developed by:** [ScrappingLatam](https://apify.com/rastriq) (community)
- **Categories:** E-commerce, Automation
- **Stats:** 6 total users, 2 monthly users, 62.1% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet
## Pricing
from $0.001 / pay por result
This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event
## What's an Apify Actor?
Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".
## How to integrate an Actor?
If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.
In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):
```bash
npm install apify-client
```
In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):
```bash
pip install apify-client
```
In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):
````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash
In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).
If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).
For usage examples, see the [API](#api) section below.
For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).
# README
## Wallapop Cars Scraper — Spain
Collect second-hand car listings from Wallapop, Spain's largest peer-to-peer marketplace, and turn them into a clean dataset ready for pricing analysis or market research.
### What you can do with it
- Benchmark private-seller prices for any make and model across Spain
- Compare asking prices between cities or regions to spot geographic differences
- Track how private market prices differ from dealer prices for the same vehicles
- Monitor new listings daily to catch underpriced cars or fast-moving inventory
- Build datasets for used car valuation, insurance pricing, or consumer research
### Filters
| Filter | What it does |
|---|---|
| Keywords | Search for a specific car (e.g. "subaru outback", "volkswagen golf") |
| Location | Limit results to a specific city or search nationwide across Spain |
| Min Year / Max Year | Only return listings within a year range |
| Min Price / Max Price | Only return listings within a price range (EUR) |
| Engine | Filter by fuel type: petrol, diesel, electric, hybrid, or LPG |
| Gearbox | Filter by transmission type: manual, automatic, or semi-automatic |
| Seller Type | Choose between private sellers, dealers, or both |
| Order By | Sort results by relevance, newest, price low to high, or price high to low |
| Max Items | Set a cap on the total number of listings to collect |
### What you get
| Field | What it contains |
|---|---|
| id | Unique listing identifier |
| title | Full listing headline |
| brand | Car brand |
| model | Car model |
| version | Trim or version label |
| year | Year of manufacture |
| km | Mileage in kilometres |
| price | Asking price |
| currency | Currency of the price (EUR) |
| engine | Fuel type |
| gearbox | Transmission type |
| body_type | Body style (e.g. saloon, estate, SUV) |
| seller_type | Whether the seller is private or a dealer |
| region | Region where the car is listed |
| city | City where the car is listed |
| country | Country code (ES) |
| image_url | Link to the main listing photo |
| url | Direct link to the listing on Wallapop |
| scraped_at | Date and time the data was collected |
### Pricing
**$4.00 per 1,000 results. First 500 results free.**
### Legal
This scraper collects publicly available listing data only. Private seller names are not collected. Use responsibly and for market research purposes. Not affiliated with Wallapop.
# Actor input Schema
## `keywords` (type: `string`):
Free-text search across make, model and trim. Examples: "BMW Serie 3", "Subaru Outback", "Seat Leon FR". Leave empty to browse the full car category.
## `location` (type: `string`):
City used as the geographic center of the search.
## `minYear` (type: `integer`):
Only return listings registered in this year or later. Leave blank for no lower bound.
## `maxYear` (type: `integer`):
Only return listings registered in this year or earlier. Leave blank for no upper bound.
## `minPrice` (type: `integer`):
Only return listings priced at or above this amount. Leave blank for no lower bound.
## `maxPrice` (type: `integer`):
Only return listings priced at or below this amount. Leave blank for no upper bound.
## `engine` (type: `string`):
Filter by engine fuel. Leave blank to include all fuel types.
## `gearbox` (type: `string`):
Filter by transmission type. Leave blank to include all gearboxes.
## `sellerType` (type: `string`):
Filter by seller type. Leave blank to include both private and professional sellers.
## `orderBy` (type: `string`):
How results are ordered.
## `maxItems` (type: `integer`):
Hard cap on the number of listings returned. The default of 50 finishes in well under a minute. Raise it for full exports — 500 items takes roughly 1 minute, 5 000 items takes roughly 5–8 minutes.
## `proxyConfiguration` (type: `object`):
Apify residential proxy in Spain is required for reliable access to Wallapop's API.
## Actor input object example
```json
{
"keywords": "BMW Serie 3",
"location": "Madrid, Spain",
"minYear": 2018,
"maxYear": 2024,
"minPrice": 10000,
"maxPrice": 100000,
"orderBy": "most_relevance",
"maxItems": 100,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "ES"
}
}
````
# API
You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.
## JavaScript example
```javascript
import { ApifyClient } from 'apify-client';
// Initialize the ApifyClient with your Apify API token
// Replace the '' with your token
const client = new ApifyClient({
token: '',
});
// Prepare Actor input
const input = {
"keywords": "BMW Serie 3",
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "ES"
}
};
// Run the Actor and wait for it to finish
const run = await client.actor("rastriq/wallapop-cars-scraper").call(input);
// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
console.dir(item);
});
// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs
```
## Python example
```python
from apify_client import ApifyClient
# Initialize the ApifyClient with your Apify API token
# Replace '' with your token.
client = ApifyClient("")
# Prepare the Actor input
run_input = {
"keywords": "BMW Serie 3",
"proxyConfiguration": {
"useApifyProxy": True,
"apifyProxyGroups": ["RESIDENTIAL"],
"apifyProxyCountry": "ES",
},
}
# Run the Actor and wait for it to finish
run = client.actor("rastriq/wallapop-cars-scraper").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{
"keywords": "BMW Serie 3",
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "ES"
}
}' |
apify call rastriq/wallapop-cars-scraper --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=rastriq/wallapop-cars-scraper",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Wallapop Cars Scraper — Spain",
"description": "Scrape car listings from Wallapop Spain. Filter by make, model, price range, year, mileage and engine type. Outputs structured data ready for spreadsheets or databases.",
"version": "0.1",
"x-build-id": "ZKUkkcfzALprjODF3"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/rastriq~wallapop-cars-scraper/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-rastriq-wallapop-cars-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/rastriq~wallapop-cars-scraper/runs": {
"post": {
"operationId": "runs-sync-rastriq-wallapop-cars-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/rastriq~wallapop-cars-scraper/run-sync": {
"post": {
"operationId": "run-sync-rastriq-wallapop-cars-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
}
},
"components": {
"schemas": {
"inputSchema": {
"type": "object",
"required": [
"proxyConfiguration"
],
"properties": {
"keywords": {
"title": "🔍 Search keywords",
"type": "string",
"description": "Free-text search across make, model and trim. Examples: \"BMW Serie 3\", \"Subaru Outback\", \"Seat Leon FR\". Leave empty to browse the full car category."
},
"location": {
"title": "📍 Search center",
"enum": [
"madrid",
"barcelona",
"valencia",
"sevilla",
"bilbao",
"malaga",
"zaragoza"
],
"type": "string",
"description": "City used as the geographic center of the search.",
"default": "madrid"
},
"minYear": {
"title": "📅 Minimum registration year",
"minimum": 1950,
"maximum": 2030,
"type": "integer",
"description": "Only return listings registered in this year or later. Leave blank for no lower bound."
},
"maxYear": {
"title": "📅 Maximum registration year",
"minimum": 1950,
"maximum": 2030,
"type": "integer",
"description": "Only return listings registered in this year or earlier. Leave blank for no upper bound."
},
"minPrice": {
"title": "💰 Minimum price (EUR)",
"minimum": 0,
"type": "integer",
"description": "Only return listings priced at or above this amount. Leave blank for no lower bound."
},
"maxPrice": {
"title": "💰 Maximum price (EUR)",
"minimum": 0,
"type": "integer",
"description": "Only return listings priced at or below this amount. Leave blank for no upper bound."
},
"engine": {
"title": "⛽ Fuel type",
"enum": [
"gasoline",
"gasoil",
"electric-hybrid",
"hybride",
"hybride_plugin",
"lpg"
],
"type": "string",
"description": "Filter by engine fuel. Leave blank to include all fuel types."
},
"gearbox": {
"title": "⚙️ Gearbox",
"enum": [
"manual",
"automatic",
"semiautomatic"
],
"type": "string",
"description": "Filter by transmission type. Leave blank to include all gearboxes."
},
"sellerType": {
"title": "🏪 Seller type",
"enum": [
"private",
"professional"
],
"type": "string",
"description": "Filter by seller type. Leave blank to include both private and professional sellers."
},
"orderBy": {
"title": "↕️ Sort order",
"enum": [
"most_relevance",
"newest",
"price_low_to_high",
"price_high_to_low",
"closest"
],
"type": "string",
"description": "How results are ordered.",
"default": "most_relevance"
},
"maxItems": {
"title": "🔢 Maximum results",
"minimum": 1,
"maximum": 5000,
"type": "integer",
"description": "Hard cap on the number of listings returned. The default of 50 finishes in well under a minute. Raise it for full exports — 500 items takes roughly 1 minute, 5 000 items takes roughly 5–8 minutes.",
"default": 50
},
"proxyConfiguration": {
"title": "🛡️ Proxy configuration",
"type": "object",
"description": "Apify residential proxy in Spain is required for reliable access to Wallapop's API."
}
}
},
"runsResponseSchema": {
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"actId": {
"type": "string"
},
"userId": {
"type": "string"
},
"startedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"finishedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"status": {
"type": "string",
"example": "READY"
},
"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
"stats": {
"type": "object",
"properties": {
"inputBodyLen": {
"type": "integer",
"example": 2000
},
"rebootCount": {
"type": "integer",
"example": 0
},
"restartCount": {
"type": "integer",
"example": 0
},
"resurrectCount": {
"type": "integer",
"example": 0
},
"computeUnits": {
"type": "integer",
"example": 0
}
}
},
"options": {
"type": "object",
"properties": {
"build": {
"type": "string",
"example": "latest"
},
"timeoutSecs": {
"type": "integer",
"example": 300
},
"memoryMbytes": {
"type": "integer",
"example": 1024
},
"diskMbytes": {
"type": "integer",
"example": 2048
}
}
},
"buildId": {
"type": "string"
},
"defaultKeyValueStoreId": {
"type": "string"
},
"defaultDatasetId": {
"type": "string"
},
"defaultRequestQueueId": {
"type": "string"
},
"buildNumber": {
"type": "string",
"example": "1.0.0"
},
"containerUrl": {
"type": "string"
},
"usage": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "integer",
"example": 1
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
},
"usageTotalUsd": {
"type": "number",
"example": 0.00005
},
"usageUsd": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "number",
"example": 0.00005
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
}
}
}
}
}
}
}
}
```