🇫🇷 Leboncoin Classifieds Scraper

🕒 Last updated: 2026-05-05

Whether you're tracking French real estate prices, monitoring vehicle listings for market analysis, or collecting product data across France's largest classifieds marketplace - this actor makes it easy to collect structured data from Leboncoin at scale.

The Leboncoin Scraper extracts millions of classifieds listings, with real-time pricing, location data, and seller information - plus full category and filter support.

✨ What Does It Do

• 🔍 Search by keyword across all Leboncoin categories or narrow by specific category
• 🏠 Real estate tracking - apartments, houses, land with surface area, room count, bedrooms
• 🚗 Vehicle listings - cars, motorcycles with brand, model, year, mileage
• 💼 Job listings - employment opportunities with salary info
• 🛍️ Product listings - consumer goods across all categories
• 📍 Region filtering - focus on specific French regions or departments
• 💰 Price range filtering - min/max price to target specific budgets
• 📸 Image extraction - all listing photos with URLs
• 🔢 Full attribute extraction - category-specific fields (vehicle specs, property features, etc.)

🎬 Demo Video

Coming soon

🔧 Input

Provide a search keyword and/or category to get started. The actor accepts a JSON configuration with search filters. For example, to search for BMW cars in Île-de-France priced between €5,000 and €30,000:

{
  "searchQuery": "BMW",
  "category": "vehicules",
  "region": "ile_de_france",
  "priceMin": 5000,
  "priceMax": 30000,
  "maxItems": 50
}

📊 Output

The actor returns structured JSON with the following fields for each listing:

Field	Type	Description
listingId	String	Unique Leboncoin listing identifier
title	String	Listing title
price	Number	Price in EUR
priceFormatted	String	Formatted price (e.g., "5 000 €")
category	String	Listing category
location	String	City/region location
region	String	French administrative region
department	String	French department code
description	String	Full listing description
listingUrl	String	Direct URL to listing
imageUrls	Array	Array of image URLs
firstImageUrl	String	Primary image URL
thumbnailUrl	String	Thumbnail image URL
sellerName	String	Seller or owner name
sellerType	String	"particulier" or "professionnel"
postingDate	String	Original posting date
lastUpdated	String	Last update date
attributes	Object	Category-specific attributes
vehicleType	String	Vehicle type (for vehicules)
vehicleBrand	String	Vehicle brand (for vehicules)
vehicleModel	String	Vehicle model (for vehicules)
vehicleYear	Integer	Year of manufacture (for vehicules)
vehicleMileage	Integer	Mileage in km (for vehicules)
propertyType	String	Property type (for immobilier)
surfaceArea	Number	Surface area in m² (for immobilier)
roomCount	Integer	Number of rooms (for immobilier)
bedroomCount	Integer	Number of bedrooms (for immobilier)
hasGarden	Boolean	Has garden (for immobilier)
hasParking	Boolean	Has parking (for immobilier)
hasElevator	Boolean	Has elevator (for immobilier)
furnished	String	Furnished status (for immobilier)
scrapedAt	String	ISO timestamp of scrape

Example output item:

{
  "listingId": "123456789",
  "title": "BMW Série 3 320d Pack M",
  "price": 24500,
  "priceFormatted": "24 500 €",
  "category": "vehicules",
  "location": "Paris 75015",
  "region": "ile_de_france",
  "department": "75",
  "vehicleBrand": "BMW",
  "vehicleModel": "Série 3",
  "vehicleYear": 2019,
  "vehicleMileage": 45000,
  "listingUrl": "https://www.leboncoin.fr/voitures/123456789.htm",
  "scrapedAt": "2026-04-06T23:15:00.000Z"
}

💎 Why Choose the Leboncoin Scraper?

Feature	ParseForge Leboncoin	Manual Collection	Other Scrapers
Full category coverage	✅ All categories	❌ Time consuming	⚠️ Limited
Real-time price extraction	✅ Automated	❌ Tedious	⚠️ Inconsistent
Region & price filtering	✅ Built-in	❌ Manual filter	⚠️ Not supported
Vehicle specs extraction	✅ Brand, model, year, mileage	❌ Copy-paste	❌ Not available
Property data	✅ Surface, rooms, parking	❌ Manual	❌ Not available
Batch collection	✅ Up to 1M items	❌ Impossible	⚠️ Limited
Residential proxy support	✅ Automatic	❌ Not available	⚠️ Extra cost

📋 How to Use

Sign up - Create a free Apify account with $5 credits included.

Configure - Set your search keyword, category, region, and price filters in the input JSON.

Run it - Execute the actor and receive structured JSON with all listings.

That's it. No coding, no setup, no proxy configuration - just pure data.

🎯 Business Use Cases

• 🏢 Real Estate Analyst - Track property prices across French regions to identify investment opportunities and market trends before competitors
• 🚗 Auto Dealer - Monitor competitor listings for used vehicles to price your inventory competitively and spot market gaps
• 📈 Market Researcher - Collect classifieds data to analyze consumer behavior, pricing trends, and supply patterns across France
• 🏭 Procurement Manager - Track equipment and supplies listings to find cost-effective sourcing options

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✨ Why choose this Actor

	Capability
🎯	Built for the job. Scoped specifically to this data source so you skip the parser engineering entirely.
🔖	Structured output. Clean, typed fields ready for analysis, dashboards, or downstream pipelines.
⚡	Fast. Optimized request patterns return results in seconds, not minutes.
🔁	Always fresh. Every run pulls live data, so the dataset reflects the source as of run time.
🌐	No infra to manage. Apify handles proxies, retries, scaling, scheduling, and storage.
🛡️	Reliable. Battle-tested across many runs and edge cases, with graceful error handling.
🚫	No code required. Configure in the UI, run from CLI, schedule via cron, or call from any language with the Apify SDK.

📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.

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📈 How it compares to alternatives

Approach	Cost	Coverage	Refresh	Filters	Setup
⭐ Leboncoin Classifieds Scraper (this Actor)	$5 free credit, then pay-per-use	Full source coverage	Live per run	Source-native filters supported	⚡ 2 min
Build your own scraper	Engineering hours	Full once built	Whenever you maintain it	Custom code	🐢 Days to weeks
Paid managed APIs	$$$ monthly	Vendor-defined	Live	Vendor-defined	⏳ Hours
Third-party data dumps	Varies	Subset, often stale	Periodic	None	🕒 Variable

Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.

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🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the Leboncoin Classifieds Scraper page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

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💼 Business use cases

📊 Data & Analytics Build trend reports and dashboards from live source data Feed BI tools, warehouses, and ML pipelines with structured records Run periodic snapshots to track changes over time Compare segments, regions, or categories with consistent fields	🏢 Operations & Strategy Monitor competitor moves, pricing, and inventory shifts Build internal directories and lookup tools backed by current data Power workflows that depend on fresh source records Cut manual data-gathering time from hours to minutes
🎯 Marketing & Growth Identify market opportunities and trending topics Research target audiences and customer personas at scale Power lead-generation pipelines with verified records Track sentiment, reviews, or social signals over time	🛠️ Engineering & Product Prototype features that need real-world data without owning a crawler Replace fragile in-house scrapers with a managed Actor Wire datasets into your apps via the Apify API or webhooks Skip the proxy, retry, and parsing maintenance entirely

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🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🎓 Research and academia Empirical datasets for papers, thesis work, and coursework Longitudinal studies tracking changes across snapshots Reproducible research with cited, versioned data pulls Classroom exercises on data analysis and ethical scraping	🎨 Personal and creative Side projects, portfolio demos, and indie app launches Data visualizations, dashboards, and infographics Content research for bloggers, YouTubers, and podcasters Hobbyist collections and personal trackers
🤝 Non-profit and civic Transparency reporting and accountability projects Advocacy campaigns backed by public-interest data Community-run databases for local issues Investigative journalism on public records	🧪 Experimentation Prototype AI and machine-learning pipelines with real data Validate product-market hypotheses before engineering spend Train small domain-specific models on niche corpora Test dashboard concepts with live input

🤖 Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

• 💬 ChatGPT
• 🧠 Claude
• 🔍 Perplexity
• 🅒 Copilot

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❓ Frequently Asked Questions

Q: Does this work for all Leboncoin categories? A: Yes - the scraper supports all main categories: vehicles (voitures, motorcycles), real estate (immobilier), rentals (Locations), for sale (Ventes), jobs (Emplois), and services.

Q: Can I filter by specific French regions? A: Absolutely - the region parameter accepts French administrative region codes like "ile_de_france", "provence_alpes_cote_azur", "occitanie", etc.

Q: How does pricing work for vehicle listings? A: The actor extracts both the numeric price value and formatted price string. Vehicle listings include brand, model, year, and mileage for comprehensive market analysis.

Q: What's the maximum number of listings I can collect? A: Paid users can collect up to 1,000,000 listings per run. Free users are limited to 10 items as a preview.

Q: Can I use this for real estate price tracking? A: Yes - the actor extracts property-specific fields including surface area, room count, bedroom count, parking availability, garden, elevator, and furnished status.

Q: Does it extract listing images? A: Yes - all available image URLs are extracted and available as imageUrls, firstImageUrl, and thumbnailUrl.

🔗 Integrate Leboncoin Scraper with any app

• Apify API - Programmatic access to run actors and manage datasets
• Webhook integrations - Trigger workflows on actor completion
• Google Sheets - Export data directly to spreadsheets
• Zapier - Connect to 5,000+ apps with no code
• Slack - Get notified when scraping completes

🔌 Integrate with any app

Leboncoin Classifieds Scraper connects to any cloud service via Apify integrations:

• Make - Automate multi-step workflows
• Zapier - Connect with 5,000+ apps
• Slack - Get run notifications in your channels
• Airbyte - Pipe results into your warehouse
• GitHub - Trigger runs from commits and releases
• Google Drive - Export datasets straight to Sheets

You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.

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• parseforge/rockauto-scraper - Auto parts pricing across thousands of categories

Browse our complete collection of 400+ web scraping actors.

🚀 Ready to Start?

Create a free account with $5 credit

🆘 Need Help?

• FAQ - Common questions about Apify actors
• Documentation - Full actor documentation
• Contact form - Reach our team for custom integrations

⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or connected to Leboncoin SAS or any of its subsidiaries. All data is extracted from publicly accessible web pages. Users are responsible for ensuring their use of the data complies with Leboncoin's terms of service and applicable laws.

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