Leboncoin Scraper: All Categories, Prices & Sellers

Scrape Leboncoin.fr in any category (cars, real estate, jobs, fashion, electronics, furniture) by keyword, category, location, or a pasted search URL. Get price, title, description, images, seller (private or pro), GPS, and the niche-specific fields of each vertical, as clean JSON or CSV. No browser, no captcha, no Leboncoin account.

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What is the Leboncoin Scraper?

The Leboncoin Scraper extracts classified-ad data from Leboncoin, France's largest marketplace, across every category. Search by keyword (iphone 15, peugeot 208, canapé cuir), narrow by category, department, price, or seller type, or paste any Leboncoin search URL and scrape it verbatim. Each ad comes back normalized: the common fields (title, price, description, images, location with GPS, seller) at the top level, plus a niche object that surfaces the structured fields that matter for that vertical, so a car returns brand, model, year, mileage, fuel, and gearbox, while a flat returns rooms, surface, and DPE energy class.

Leboncoin is protected by DataDome, an anti-bot that hard-blocks datacenter traffic and most scrapers. This Leboncoin Scraper passes it with a genuine browser TLS fingerprint over a clean French residential IP, reading the site's lightweight Next.js JSON directly. That means no headless browser, no captcha solver, and no login, which keeps it fast and cheap.

Leboncoin scraping use cases

• Reselling and arbitrage: Track underpriced private listings (cars, phones, furniture) the moment they appear.
• Lead generation: Build lists of pro sellers with their shop and location, filtered by category and area.
• Price monitoring: Follow the going rate for a model, brand, or property type across France or one department.
• Market research: Measure supply, price distribution, and private-vs-pro split in any Leboncoin category.
• Real estate and auto pige: Feed fresh listings into your CRM with the niche fields already parsed.

Input

Set a mode and your search. A minimal keyword search:

{
  "mode": "search",
  "keywords": "peugeot 208",
  "category": "voitures",
  "department": "69",
  "priceMax": 12000,
  "maxResults": 200
}

• search: keywords across all categories, optionally narrowed by category (slug or numeric id), department, priceMin/priceMax, and ownerType (private or pro). Use publishedWithinHours for a "new listings" monitor.
• detail: pass Leboncoin ad URLs in inputs to get the full record (description plus every attribute plus seller).
• startUrls: paste any /recherche URL you built on the site to scrape it exactly, which is the most reliable way to target exotic categories or complex filters.

Output

One record per ad. A trimmed car example:

{
  "list_id": "2984765432",
  "title": "Peugeot 208 1.2 PureTech",
  "price": 8990,
  "category_name": "Voitures",
  "location": {"city": "Lyon", "zipcode": "69003", "lat": 45.75, "lng": 4.85},
  "seller": {"name": "Garage Central", "type": "pro", "siren": "812345678"},
  "images": ["https://img.leboncoin.fr/a.jpg"],
  "niche": {"brand": "Peugeot", "model": "208", "year": "2019", "mileage_km": "62 000 km", "fuel": "Essence", "gearbox": "Manuelle"},
  "attributes": {"...": "full category-specific attribute set"},
  "url": "https://www.leboncoin.fr/ad/voitures/2984765432"
}

Pricing

This actor uses PAY_PER_EVENT: $0.0015 per listing ($1.50 / 1,000 listings). There is no charge for failed runs, and blocked requests are never charged.

Automate & schedule

Schedule the Leboncoin Scraper to run hourly or daily with publishedWithinHours set, so you catch new listings the moment they go live, then wire it to Google Sheets, Slack, or your CRM through Apify integrations. Recurring runs turn it into a standing alert for the categories and areas you care about.

FAQ: Leboncoin API, DataDome & sellers

Is there an official Leboncoin API? No public one for third parties. This actor reads the public listing data for you, with no account and no app review.

How do I scrape Leboncoin without getting blocked by DataDome? Use a French residential IP with a real browser fingerprint. This actor does exactly that out of the box (Apify Residential FR, or your own proxy via customProxyUrl) and rotates to a fresh IP on any block.

Does it work for cars, real estate, jobs, and goods? Yes. Keyword search spans every category, and each ad is parsed niche-aware so you get the structured fields for its vertical (mileage and fuel for cars, rooms and DPE for real estate, and so on).

Can I get the seller's phone number? The scraper returns the seller name, type (private or pro), shop id, and SIREN when present. The phone number sits behind a separate DataDome-protected reveal on Leboncoin and is not exposed in the listing feed.

Does it need a Leboncoin account or cookies? No. It works fully anonymously.

How do I monitor only new listings? Set publishedWithinHours (for example 24) and schedule the run. Only ads first published in that window are returned and charged.

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