LeBonCoin Scraper

Extract classified listing data from LeBonCoin.fr — France's largest online marketplace with over 28 million monthly visitors. Search by keyword, category, location, and price range. Get structured data including titles, prices, seller info, images, location coordinates, and category-specific attributes. No login or cookies required.

What does LeBonCoin Scraper do?

This scraper extracts structured data from LeBonCoin.fr search results. It handles all major categories: cars, real estate, electronics, furniture, clothing, jobs, and more. Results are delivered as clean JSON objects ready for analysis, monitoring, or integration with your data pipeline.

Run it on the Apify platform to get API access, scheduled runs, webhook integrations, and automatic proxy rotation.

Why use LeBonCoin Scraper?

• Market research — Track pricing trends across French classified categories
• Competitive analysis — Monitor competitor listings, pricing strategies, and inventory
• Real estate intelligence — Aggregate property listings with location data and attributes
• Lead generation — Find sellers and businesses in specific regions or categories
• Price monitoring — Set up scheduled runs to track price changes over time
• Academic research — Collect marketplace data for economic or social studies

How to use LeBonCoin Scraper

1. Click Try for free to open the Actor in Apify Console
2. Enter your search query (e.g., "laptop", "appartement Paris")
3. Optionally filter by category, location, or price range
4. Set the maximum number of results you want
5. Click Start and wait for results
6. Download your data as JSON, CSV, Excel, or use the API

Input

Field	Type	Required	Description
query	String	No	Search term (e.g., "laptop", "vélo", "iPhone 15")
category	String	No	Filter by category (e.g., "informatique", "voitures", "locations")
location	String	No	City or region (e.g., "Paris", "Lyon", "Ile-de-France")
minPrice	Number	No	Minimum price in euros
maxPrice	Number	No	Maximum price in euros
sortBy	String	No	Sort order: relevance, newest, cheapest, most-expensive
maxResults	Integer	No	Maximum listings to scrape (default: 50, max: 1000)
proxyConfiguration	Object	No	Proxy settings (residential proxies recommended)

Output

Each result contains:

Field	Type	Example
listingId	String	"2847561234"
title	String	"MacBook Pro 14 M3 Pro 512Go"
description	String	Full listing description text
price	Number	1450
currency	String	"EUR"
category	String	"Informatique"
city	String	"Paris"
zipcode	String	"75011"
department	String	"Paris"
region	String	"Île-de-France"
latitude	Number	48.8566
longitude	Number	2.3522
sellerName	String	"Jean-Pierre"
sellerType	String	"private" or "pro"
imageUrls	Array	List of full-size image URLs
attributes	Object	{"brand": "Apple", "model": "MacBook Pro"}
publicationDate	String	"2026-04-01T10:30:00.000Z"
url	String	Full listing URL
hasPhone	Boolean	Whether seller shows phone number
shippingAvailable	Boolean	Whether delivery is available
scrapedAt	String	ISO 8601 timestamp

Example output

{
    "listingId": "2847561234",
    "title": "MacBook Pro 14 M3 Pro 512Go",
    "description": "MacBook Pro 14 pouces, puce M3 Pro, 18 Go RAM, 512 Go SSD. Excellent état, vendu avec chargeur original.",
    "price": 1450,
    "currency": "EUR",
    "category": "Informatique",
    "city": "Paris",
    "zipcode": "75011",
    "department": "Paris",
    "region": "Île-de-France",
    "latitude": 48.8566,
    "longitude": 2.3522,
    "sellerName": "Jean-Pierre",
    "sellerType": "private",
    "imageUrls": [
        "https://img.leboncoin.fr/api/v1/lbcimage/ad-large/abc123.jpg"
    ],
    "thumbnailUrl": "https://img.leboncoin.fr/api/v1/lbcimage/ad-small/abc123.jpg",
    "attributes": {
        "brand": "Apple",
        "model": "MacBook Pro",
        "condition": "Très bon état"
    },
    "publicationDate": "2026-04-01T10:30:00.000Z",
    "url": "https://www.leboncoin.fr/ad/informatique/2847561234",
    "hasPhone": false,
    "isUrgent": false,
    "shippingAvailable": true,
    "scrapedAt": "2026-04-06T14:00:00.000Z"
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

How much does it cost to scrape LeBonCoin?

LeBonCoin uses strong anti-bot protection (DataDome), so this actor requires residential proxies for reliable operation. Estimated costs:

• ~50 listings: ~0.05 USD (1 page)
• ~500 listings: ~0.30 USD (15 pages)
• ~1,000 listings: ~0.50 USD (30 pages)

Costs depend on proxy usage and Apify platform pricing. The free tier includes enough credits to test with small runs.

Tips for best results

• Use residential proxies — LeBonCoin has DataDome protection. Residential proxies (especially France-based) give the best success rate.
• Start small — Test with 5-10 results first to verify the data matches your needs.
• Be specific — Narrow your search with category and location filters to get more relevant results.
• Schedule runs — Set up daily or weekly runs to track price changes over time.
• Combine with other actors — Use Apify integrations to push data to Google Sheets, Slack, or your database.

Limitations

• Requires residential proxies for reliable operation due to DataDome anti-bot protection
• Maximum ~1,000 results per run (LeBonCoin pagination limit)
• Some listing details (phone number, full description) may only be available on individual listing pages
• Data is scraped from the public website and may change without notice

FAQ and support

Is it legal to scrape LeBonCoin? This actor accesses only publicly available data. Users are responsible for complying with applicable laws and LeBonCoin's terms of service.

Why am I getting blocked? Make sure you're using residential proxies. Datacenter proxies will be blocked by DataDome protection.

Can I scrape specific listing URLs? Currently, the actor supports search-based scraping. Direct URL scraping may be added in a future version.

Found a bug or need a custom solution? Open an issue in the Issues tab or contact support.