LeBonCoin Scraper

Extract comprehensive real estate listings from LeBonCoin.fr including property details, prices, locations, photos, and seller information. Perfect for real estate market analysis, investment research, and property lead generation across France.

What is LeBonCoin Scraper?

LeBonCoin Scraper is a powerful tool that extracts publicly available classified ads from LeBonCoin.fr, France's largest online marketplace. Focus on real estate listings (sales and rentals) with detailed property information, high-quality images, precise locations, and seller contacts. Ideal for real estate investors, agencies, market researchers, and property hunters.

Key advantages of using this Actor on Apify:

• ⏰ Scheduling - Automatically scrape new listings daily, weekly, or monthly
• 🔄 API access - Integrate property data directly into your CRM or database
• 🌐 French residential proxies - Reliable scraping without detection
• 📊 Multiple export formats - JSON, CSV, Excel, XML
• 🔗 Integrations - Connect with Zapier, Make, and webhooks
• 📈 Monitoring - Track scraping performance and get alerts

What can LeBonCoin Scraper do?

This Actor provides powerful features for extracting French real estate data:

✅ Filter by category - Choose between property sales (Ventes immobilières) or rentals (Locations) ✅ Property type filtering - Houses, apartments, land, parking, or other property types ✅ Sale type selection - New properties, old properties, or viager (life annuity) ✅ Location targeting - Search specific cities like Paris, Marseille, Lyon, or all of France ✅ Price range filtering - Set minimum and maximum price limits ✅ Date filtering - Get only recent listings or historical data ✅ Advanced sorting - Order by date or price, ascending or descending ✅ Bulk extraction - Scrape up to 10,000 listings per run ✅ Complete property details - Surface area, rooms, bedrooms, energy rating (DPE), and more ✅ High-quality images - Download property photos in multiple resolutions ✅ Seller information - Get professional agency details and contact info

What data can LeBonCoin Scraper extract?

Field	Description	Example
Listing ID	Unique LeBonCoin listing identifier	3127779306
Title	Property listing title	"Maison Fondettes 172m² - 4 ch."
Price	Property price in euros	€470,250
Property Type	Type of real estate	Maison (House), Appartement
Sale Type	New, old, or viager	Ancien (Old)
Surface Area	Living space in m²	172 m²
Land Surface	Total plot size	606 m²
Rooms	Number of rooms	5 rooms
Bedrooms	Number of bedrooms	4 bedrooms
Bathrooms	Number of bathrooms	2 bathrooms
Energy Rating (DPE)	Energy efficiency class	C (A to G scale)
GES Rating	Greenhouse gas emissions	A (A to G scale)
Location	Complete address details	Fondettes 37230, Centre region
GPS Coordinates	Latitude and longitude	47.40568, 0.61128
Images	Property photos (multiple sizes)	Up to 18+ images per listing
Publication Date	When listing was posted	2026-01-14
Expiration Date	When listing expires	2026-03-15
Building Year	Year of construction	1994
Fees	Agency fees and percentages	4.5%
Property Tax	Annual property tax	€1,444
Seller Info	Agency name, SIREN, contact	CHAPI PATRIMOINE
Features	Garage, garden, terrace, etc.	Kitchen equipped, parking
URL	Direct link to listing	Full LeBonCoin URL

How to scrape LeBonCoin real estate data

Using LeBonCoin Scraper is simple and intuitive:

1. Open LeBonCoin Scraper in Apify Console
2. Select category - Choose "Ventes immobilières" (sales) or "Locations" (rentals)
3. Configure filters (optional):
   • Property type: House, apartment, land, parking
   • Sale type: New, old, viager
   • Location: Specific city or all of France
   • Price range: Set min/max budget
   • Date range: Filter by publication date
4. Set sorting - Order by date or price, ascending/descending
5. Choose maximum items - Up to 10,000 listings per run
6. Click Start and wait for results
7. Download your data in JSON, CSV, or Excel format

Integrate with LeBonCoin Scraper using webhooks

Automate your real estate monitoring workflow by setting up webhooks that trigger when scraping completes. Send new property listings directly to your real estate CRM, email alerts, or property analysis tools. Perfect for staying ahead of the market with instant notifications.

How much will it cost to scrape LeBonCoin?

LeBonCoin Scraper uses simple, transparent pricing based on results extracted:

💰 $3.00 per 1,000 property listings

What you get:

• ✅ Pay only for successful results extracted
• ✅ No minimum commitment or monthly fees
• ✅ All data fields included (images, location, seller details)
• ✅ Full API access and webhooks
• ✅ Scheduling and monitoring
• ✅ All export formats (JSON, CSV, Excel, XML)
• ✅ French residential proxies included
• ✅ $5 free credit when you sign up (test with 1,600+ listings free!)

Example costs:

• 100 properties = $0.30
• 500 properties = $1.50
• 1,000 properties = $3.00
• 5,000 properties = $15.00
• 10,000 properties = $30.00

Perfect for:

• 🏡 Real estate investors monitoring specific areas
• 🏢 Agencies tracking market inventory and competitors
• 📊 Market researchers analyzing French property trends
• 💼 Property hunters finding investment opportunities
• 📈 Data analysts building real estate databases

With Apify's free tier ($5/month credit), you can scrape up to 1,600 properties completely free every month. No credit card required to start!

Input

LeBonCoin Scraper accepts the following input parameters. Click on the Input tab to configure your scraping run with an intuitive interface.

Required fields:

• Category - Choose between property sales or rentals

Optional filters:

• Property Type - House, apartment, land, parking, other
• Sale Type - New (Neuf), Old (Ancien), Viager
• Location - Specific city or "Tous la France" (all France)
• Price Range - Minimum and maximum price in euros
• Sort By - Date or price
• Sort Order - Ascending or descending
• Maximum Date - Filter listings up to specific date
• Maximum Items - Limit results (1-10,000 listings)
• Proxy Configuration - French residential proxies (recommended)

Output

LeBonCoin Scraper returns structured real estate data that you can download in various formats including JSON, CSV, Excel, and XML.

Example output:

{
  "list_id": 3127779306,
  "first_publication_date": "2026-01-14 18:50:46",
  "expiration_date": "2026-03-15 18:50:46",
  "status": "active",
  "category_name": "Ventes immobilières",
  "subject": "Maison Fondettes 172m² - 4 ch. – Garage 56m² - DPE C",
  "url": "https://www.leboncoin.fr/ad/ventes_immobilieres/3127779306",
  "price": [470250],
  "images": {
    "nb_images": 18,
    "urls": ["https://img.leboncoin.fr/..."],
    "urls_thumb": ["https://img.leboncoin.fr/..."],
    "urls_large": ["https://img.leboncoin.fr/..."]
  },
  "attributes": [
    {
      "key": "real_estate_type",
      "value_label": "Maison"
    },
    {
      "key": "square",
      "value": "172",
      "value_label": "172 m²"
    },
    {
      "key": "land_plot_surface",
      "value": "606",
      "value_label": "606 m²"
    },
    {
      "key": "rooms",
      "value": "5"
    },
    {
      "key": "bedrooms",
      "value": "4"
    },
    {
      "key": "energy_rate",
      "value": "c",
      "value_label": "C"
    }
  ],
  "location": {
    "city": "Fondettes",
    "zipcode": "37230",
    "region_name": "Centre",
    "department_name": "Indre-et-Loire",
    "lat": 47.40568,
    "lng": 0.61128
  },
  "owner": {
    "name": "CHAPI PATRIMOINE",
    "type": "pro",
    "siren": "928496454"
  }
}

The dataset is clean, properly structured, and ready to import into spreadsheets, real estate CRMs, databases, or property analysis tools.

Use cases for LeBonCoin real estate data

Real Estate Investment

• Market analysis - Track property prices across regions and cities
• Deal sourcing - Find undervalued properties before competitors
• Trend identification - Spot emerging neighborhoods and price movements
• Investment portfolio - Build databases of potential acquisitions

Real Estate Agencies

• Competitive intelligence - Monitor competitor listings and pricing
• Market inventory - Track available properties in your area
• Pricing strategy - Analyze market rates for accurate valuations
• Lead generation - Find property sellers and buyers

Market Research

• Price trends - Analyze historical pricing data by location
• Supply analysis - Track property availability and inventory levels
• Energy ratings - Study DPE distribution across France
• Regional comparisons - Compare markets between cities and departments

Property Development

• Land opportunities - Find available plots for development
• Competitor tracking - Monitor new construction listings
• Market demand - Understand what types of properties are selling
• Location research - Identify high-demand areas

Data Analytics

• Price prediction models - Build ML models with historical data
• Market reports - Generate automated property market reports
• Visualization dashboards - Create interactive property maps
• Investment tools - Build property analysis applications

Is it legal to scrape LeBonCoin?

Yes, scraping publicly available data from LeBonCoin is legal. The platform displays classified ads that sellers have chosen to publish publicly for maximum visibility.

However, you should be aware that:

✅ What we scrape: Only public property listings (prices, descriptions, photos, locations) that sellers have voluntarily posted ❌ What we don't scrape: Private user data, personal emails, or any non-public information

Important compliance notes:

• Personal data may be protected by GDPR (EU) and French data protection laws
• Use scraped data responsibly and for legitimate business purposes
• Respect LeBonCoin's Terms of Service
• Do not use data for spam or unauthorized marketing
• Consult legal counsel if you're unsure about your specific use case

Our scraper is designed for ethical business use such as market research, price analysis, and property sourcing. Read more about the legality of web scraping on the Apify blog.

Tips for getting the best results

Optimize your searches:

• 🎯 Start with specific locations (cities) rather than "all France" for faster results
• 📍 Use department codes for regional analysis (e.g., Paris = 75, Marseille = 13)
• 🔄 Run separate searches for different property types for better organization
• ⭐ Filter by energy rating (DPE) to find eco-friendly properties

Maximize data quality:

• ✅ Set realistic price ranges to filter out outliers
• 📊 Sort by date to get newest listings first
• 🔁 Schedule regular runs to catch new listings immediately
• 💾 Export to CSV for easy filtering in Excel or Google Sheets

Save on costs:

• Start with smaller maxItems (100-500) to test your filters
• Use specific location targeting rather than broad searches
• Filter by date to avoid re-scraping old listings
• Process results in batches for large-scale data collection

Integration ideas:

• Connect to Google Sheets for automatic property tracking
• Set up Slack/email alerts for new listings matching criteria
• Build custom dashboards with Tableau or Power BI
• Integrate with real estate CRMs like Pipedrive or HubSpot

Troubleshooting

No results found?

• ✅ Check if your filters are too restrictive (price range, location)
• ✅ Verify the category is correct (sales vs rentals)
• ✅ Try broader location searches
• ✅ Remove date filters to see all available listings

Getting fewer results than expected?

• Increase maxItems limit (default is 100, max is 10,000)
• Check if sort order is limiting results
• Verify location spelling (use French city names)

Missing data fields?

• Not all listings have complete information (depends on seller)
• Professional listings typically have more complete data
• Some fields like energy rating may be optional

Images not downloading?

• All image URLs are provided in multiple resolutions
• Use urls for full size, urls_thumb for thumbnails, urls_large for high-res
• Images are hosted on LeBonCoin's CDN

Actor running slowly?

• Normal for large result sets (5,000+ listings)
• French residential proxies are recommended for best performance
• Consider breaking into smaller geographic searches

Need help?

• 💬 Use the Issues tab to report bugs or request features
• 📧 Contact the developer for custom solutions or enterprise needs
• 🎓 Check Apify Academy for web scraping tutorials
• 👥 Join Apify Discord to connect with the community

Other French marketplace scrapers

Looking for more French classified ads data? Check out these related Actors:

• SeLoger Scraper - Extract property listings from SeLoger.fr
• PAP Scraper - Scrape real estate from PAP.fr (private sellers)
• Logic-Immo Scraper - Get property data from Logic-Immo.com
• Bienici Scraper - Extract listings from Bien'ici real estate platform

API access and integrations

LeBonCoin Scraper provides full API access for seamless integration into your workflows:

Use the API

Access the Actor programmatically via Apify's REST API:

curl -X POST https://api.apify.com/v2/acts/YOUR_ACTOR_ID/runs \
  -H "Authorization: Bearer YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "category": "9",
    "location": "Paris",
    "maxPrice": 500000,
    "maxItems": 100
  }'

JavaScript/Node.js

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });
const input = {
  category: "9",
  location: "Paris",
  real_estate_type: "2", // Apartment
  maxPrice: 500000,
  maxItems: 100
};

const run = await client.actor("YOUR_ACTOR_ID").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

Python

from apify_client import ApifyClient

client = ApifyClient('YOUR_API_TOKEN')
run_input = {
    "category": "9",
    "location": "Paris",
    "real_estate_type": "2",  # Apartment
    "maxPrice": 500000,
    "maxItems": 100
}

run = client.actor("YOUR_ACTOR_ID").call(run_input=run_input)
items = client.dataset(run["defaultDatasetId"]).list_items().items
print(items)

Zapier Integration

Connect LeBonCoin Scraper to 5,000+ apps without code:

1. Create a Zap with Apify as the trigger
2. Choose "Actor Run Finished" as the event
3. Select LeBonCoin Scraper
4. Connect to Google Sheets, Slack, email, or your CRM

Frequently Asked Questions

Can I scrape rental properties too?

Yes! Just select "Locations" in the category field instead of "Ventes immobilières". All the same filters and features apply.

How often is LeBonCoin data updated?

LeBonCoin listings are updated in real-time by sellers. We recommend running the scraper daily or weekly to catch new listings as they're posted.

Can I get seller contact information?

You'll get professional agency information including name, SIREN number, and whether they have phone numbers available. Direct phone extraction may require additional steps.

What's the difference between this and LeBonCoin's API?

LeBonCoin doesn't offer a public API for property data extraction. This scraper provides programmatic access to public listing data.

Can I filter by specific features like "garage" or "pool"?

Currently, filtering happens post-scraping. Extract all listings, then filter by the attributes field which contains all property features.

How accurate are the GPS coordinates?

GPS coordinates come directly from LeBonCoin's geocoding and are generally accurate to the address level.

Can I scrape other categories besides real estate?

This Actor is optimized for real estate (sales and rentals). For other categories, contact us for custom development.

Will I get blocked or rate limited?

The Actor uses French residential proxies to avoid detection and rate limiting. This ensures reliable, uninterrupted scraping.

Can you build a custom version for my needs?

Absolutely! Contact me through Apify messaging for custom development, including specific filters, additional data fields, or integration with your systems.

How do I schedule regular scraping?

Go to the Schedule tab in Apify Console to set up automated runs - daily, weekly, monthly, or custom intervals. Perfect for monitoring new listings.

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Built for real estate professionals, investors, and market analysts 🏡

Questions? Feedback? Feature requests? Use the Issues tab or leave a review! Your input helps make this Actor better for everyone.

Try LeBonCoin Scraper today and access France's largest real estate marketplace data at your fingertips.