ParseForge Scrapers

Wallapop Listings Scraper

parseforge/wallapop-scraper

E-commerceLead generationMARKETING

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

Run this scraper See the API call
Total users
3
Monthly active
0
Total runs
133
Bookmarked
0
Rating
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Last modified
12 days ago

Overview

ParseForge

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.

  • ๐Ÿ” Keyword search: Enter any term like 'laptop', 'iphone 14', or 'bicicleta' to find matching listings.
  • ๐ŸŒ Country filter: Choose from Spain, Italy, Portugal, France, Germany, Netherlands, or Belgium.
  • โ†•๏ธ Sort order: Get results by relevance, newest, or price low to high or high to low.
  • ๐Ÿ“Š 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

๐Ÿ“ˆ 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.

๐Ÿ›’ Monitor competitor listings.

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

๐Ÿ“Š Build a used goods dataset.

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

๐Ÿ”” 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:

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

A larger pull:

{
 "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 to collect up to 1,000,000 results per run.

Run it

  1. Create a free Apify account with $5 in credit.
  2. Open the Wallapop Listings Scraper.
  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 (run-sync-get-dataset-items) or the ApifyClient 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:

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 for more scrapers.

๐Ÿ†˜ Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

โš ๏ธ 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.

Input

FieldTypeWhat it doesDefault
keywords required string Keywords to search for (e.g. 'laptop', 'iphone 14', 'bicicleta') laptop
maxItems integer Maximum number of listings to collect per run. 10
countryCode string (7 options) Country to search in ES
orderBy string (4 options) Sort results by relevance, newest, or lowest/highest price most_relevance

Pricing

from $19.00 per 1,000 results

Charged forWhat it isPrice each
result Single result in the default dataset. $0.019 to $0.021

Tiered: the lower figure is the price on a higher Apify plan. Billing and the free credit live on Apify.

API

One POST returns the dataset directly. Same shape for every scraper in the library, so swapping the slug is the only change.

POST ยท run and get results
curl -X POST "https://api.apify.com/v2/acts/parseforge~wallapop-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "keywords": "laptop",
    "maxItems": 3,
    "countryCode": "ES",
    "orderBy": "most_relevance"
  }'

Examples

Input that runs as-is.

input.json
{
  "keywords": "laptop",
  "maxItems": 3,
  "countryCode": "ES",
  "orderBy": "most_relevance"
}

Reviews

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Issues

We build and maintain this scraper, so a problem with it comes to us. Report it on the Apify listing and the thread stays attached to the scraper where the next person can find it: open an issue.

Broken and urgent, or you would rather not post in public? Write to parseforge@protonmail.com and it reaches the people who wrote it.

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