# Wallapop Listings Scraper (`parseforge/wallapop-scraper`) Actor

Scrapes Wallapop search results for a given keyword and country. Returns each listing as a flat row with price, title, description, seller, and location.

- **URL**: https://apify.com/parseforge/wallapop-scraper.md
- **Developed by:** [ParseForge](https://apify.com/parseforge) (community)
- **Categories:** E-commerce, Lead generation, Marketing
- **Stats:** 3 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $19.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

[![ParseForge](https://raw.githubusercontent.com/ParseForge/apify-assets/main/banner.jpg)](https://apify.com/parseforge?fpr=vmoqkp)

### Wallapop Listings Scraper

**Scrape Wallapop listings by keyword, country, and sort order, up to a million per run.** Every listing comes with its price, title, description, seller info, and location. No login or API key. Export to CSV, JSON, Excel, or XML.

Wallapop's official API is closed and requires a partnership. This reads the public search results directly, filtered by keyword, country, and sort order, and returns each match in one fixed schema. Search for laptops, iPhones, bikes, or anything else across Spain, Italy, Portugal, France, Germany, Netherlands, and Belgium.

| Who uses it | What they scrape Wallapop for |
|---|---|
| Market researchers | Track second-hand prices and supply for a product category in a specific country. |
| E-commerce sellers | Monitor competitor listings and pricing on Wallapop to adjust their own offers. |
| Data analysts | Build datasets of used goods listings for trend analysis and price forecasting. |
| App developers | Feed Wallapop listing data into price comparison or notification apps. |

### What it does

This Actor collects Wallapop listings by keyword and returns each one as a flat row with price, title, description, seller, and location.

- 🔍 **Keyword search:** Enter any term like 'laptop', 'iphone 14', or 'bicicleta' to find matching listings.
- 🌍 **Country filter:** Choose from Spain, Italy, Portugal, France, Germany, Netherlands, or Belgium.
- ↕️ **Sort order:** Get results by relevance, newest, or price low to high or high to low.
- 📊 **Flat output:** Each listing is a row with price, title, description, seller, and location, ready for spreadsheets.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

### What you can do with Wallapop data

**📈 Track second-hand market prices.**

A market researcher runs the Actor daily for 'iphone 14' in Spain to see how average prices change over time and adjust a pricing report.

**🛒 Monitor competitor listings.**

An e-commerce seller scrapes Wallapop for their product category in Italy to spot underpriced competitors and adjust their own offers.

**📊 Build a used goods dataset.**

A data analyst collects thousands of listings for 'bicicleta' across Portugal to train a price prediction model.

**🔔 Power a price alert app.**

A developer uses the Actor to fetch new Wallapop listings for a keyword and sends push notifications to app users when a deal appears.

### Why choose this scraper

| | What you get |
|---|---|
| **No API key** | Scrape public Wallapop search results without registration or rate limits. |
| **Multi-country** | Search across seven European countries with one Actor. |
| **Flexible sorting** | Order results by relevance, newest, or price to fit your analysis. |
| **Scalable** | Collect up to a million listings per run for large-scale studies. |

### How it compares

No other Store actor targets Wallapop the same way, so the honest comparison is with the alternatives teams actually weigh.

| | Wallapop Listings Scraper | Build it in-house | By hand |
|---|---|---|---|
| Setup | Run it now, zero config | Days of engineering | None, but hours per pull |
| When Wallapop changes | Maintained for you | You fix it | You re-learn the page |
| Proxies, retries, anti-bot | Built in | Your problem | Browser only |
| Output | Fixed JSON schema, CSV/Excel export | Whatever you build | Copy-paste |
| Cost | Pay per result | Engineering time | Analyst hours |

### Configure the run

Drive the Actor with a keyword, pick a country and sort order, and set a maximum number of listings. Filters run as each listing is read so only matches reach your dataset. The Input tab lists every parameter.

A first run with the defaults:

```json
{
 "keywords": "laptop",
 "maxItems": 10
}
```

A larger pull:

```json
{
 "keywords": "laptop",
 "maxItems": 200
}
```

### Pricing

Pay-per-result: **$0.021 per result** collected. You pay only for the results written to your dataset.

| Results collected | Approximate cost |
|---|---|
| 100 results | $2.10 |
| 1,000 results | $21.00 |
| 10,000 results | $210.00 |

New Apify accounts start with $5 in free credit.

### Free users

Free-plan runs return up to 10 results as a preview. [Upgrade your Apify plan](https://console.apify.com/sign-up?fpr=vmoqkp) to collect up to 1,000,000 results per run.

### Run it

1. [Create a free Apify account with $5 in credit](https://console.apify.com/sign-up?fpr=vmoqkp).
2. Open the [Wallapop Listings Scraper](https://apify.com/parseforge/wallapop-scraper?fpr=vmoqkp).
3. Set your inputs and any filters, then click **Start**.
4. Export the results as CSV, Excel, JSON, or XML from the **Dataset** tab.

Run it programmatically through the [Apify API](https://docs.apify.com/api/v2) (`run-sync-get-dataset-items`) or the [ApifyClient](https://docs.apify.com/api/client/js) for JavaScript and Python.

### Use with AI agents (MCP)

Give an AI agent live access to Wallapop through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

```bash
claude mcp add --transport http apify "https://mcp.apify.com/?tools=parseforge/wallapop-scraper"
```

Then prompt it in plain language to run the scraper and read back the results.

### Troubleshooting

**Why am I getting no results?**

Check that your keyword is spelled correctly and that listings exist for that term in the selected country. Try a broader keyword or a different country.

**Why are results different from the Wallapop website?**

Wallapop may personalize results based on your location or browsing history. The Actor uses a clean session, so results may differ slightly.

**The run stops before reaching maxItems.**

Wallapop may not have enough listings for your keyword and country. The Actor returns all available matches, which can be fewer than maxItems.

**I get an error about invalid countryCode.**

Use one of the supported country codes: ES, IT, PT, FR, DE, NL, BE. Check the input for typos.

### FAQ

| Question | Answer |
|---|---|
| Do I need a Wallapop account or API key? | No. The Actor reads public search results directly, so no login or API key is required. |
| Which countries can I search in? | You can search in Spain, Italy, Portugal, France, Germany, Netherlands, and Belgium by setting the countryCode input. |
| How many listings can I get per run? | You can set maxItems up to 1,000,000. The Actor will stop after collecting that many listings. |
| Can I sort the results? | Yes, use the orderBy input to sort by most relevant, newest, price low to high, or price high to low. |
| What data does each listing include? | Each row includes the listing title, price, description, seller information, and location, among other fields. See the sample output for the full schema. |
| Is this legal? | You should only scrape public data in compliance with Wallapop's terms of service and applicable laws. The Actor does not bypass any access controls. |
| Can I search for multiple keywords at once? | The Actor accepts one keyword per run. To search multiple terms, run it multiple times or use a separate orchestrator. |
| What output formats are supported? | You can export the results to CSV, JSON, Excel, or XML from the Apify dataset. |

### Related actors

Browse the full [ParseForge collection](https://apify.com/parseforge?fpr=vmoqkp) for more scrapers.

🆘 **Need help?** Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ **Disclaimer.** This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Wallapop S.L. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.

# Actor input Schema

## `keywords` (type: `string`):

Keywords to search for (e.g. 'laptop', 'iphone 14', 'bicicleta')

## `maxItems` (type: `integer`):

Maximum number of listings to collect per run.

## `countryCode` (type: `string`):

Country to search in

## `orderBy` (type: `string`):

Sort results by relevance, newest, or lowest/highest price

## Actor input object example

```json
{
  "keywords": "laptop",
  "maxItems": 10,
  "countryCode": "ES",
  "orderBy": "most_relevance"
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "keywords": "laptop",
    "maxItems": 10
};

// Run the Actor and wait for it to finish
const run = await client.actor("parseforge/wallapop-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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "keywords": "laptop",
    "maxItems": 10,
}

# Run the Actor and wait for it to finish
run = client.actor("parseforge/wallapop-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).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": "laptop",
  "maxItems": 10
}' |
apify call parseforge/wallapop-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,parseforge/wallapop-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/meIRnOOXDTmc1iGUd/builds/de7xdmnzouua2S7my/openapi.json