Leboncoin Scraper 🇫🇷

Extract listings from Leboncoin.fr — France's #1 classifieds marketplace — at scale, without an account or API key. Search any keyword or paste category URLs and get clean JSON, CSV or Excel: price, location (city, ZIP, department, region, coordinates), seller type (private vs professional), seller name, SIREN, description, attributes and photos.

Whether you track French market prices, hunt for resale opportunities, monitor competitors, or build B2B lead lists of professional sellers (with SIREN), this scraper turns Leboncoin into a structured dataset in minutes.

---

🔑 What this scraper does

• 🔎 Search by keyword — iphone, renault clio, canapé, appartement paris, anything across every category.
• 🔗 Or paste URLs — copy any Leboncoin search or category page from your browser and scrape it directly, with all your on-site filters preserved.
• 💶 Prices & location — amount in EUR, city, ZIP code, department, region and exact GPS coordinates.
• 👤 Seller intelligence — private vs professional, professional store name and SIREN (French company registration ID) — ideal for B2B lead generation.
• 🗂️ Category & ad type — category name and offer/demand type.
• 🧩 Structured attributes — category-specific fields such as brand, model, mileage, fuel, year, surface area, number of rooms, condition and more.
• 🖼️ Photos & descriptions — thumbnail and full image gallery, plus the complete ad description when detail enrichment is enabled.
• 🏡 Any vertical — general marketplace, cars, motorbikes, real estate, holiday rentals, fashion, home & garden, electronics and jobs.

No login, no cookies to paste, no API key. Enter what you want, press start, export.

---

📋 Example output

{
  "id": "3201653813",
  "url": "https://www.leboncoin.fr/ad/telephones_objets_connectes/3201653813",
  "title": "iPhone 15 Pro Max 256GB",
  "price": 680,
  "currency": "EUR",
  "description": "Excellent état, débloqué tous opérateurs, facture et garantie...",
  "category": "Téléphones & Objets connectés",
  "categoryId": "17",
  "adType": "offer",
  "sellerType": "pro",
  "sellerName": "DBC TOULOUSE",
  "sellerSiren": "929353209",
  "storeId": "80785628",
  "userId": "3321d676-7475-4e46-8c51-e46c2a30108e",
  "hasPhone": true,
  "city": "Toulouse",
  "zipcode": "31000",
  "department": "Haute-Garonne",
  "region": "Occitanie",
  "lat": 43.6047,
  "lng": 1.4442,
  "publishedDate": "2026-08-11 11:14:51",
  "isBoosted": false,
  "imageUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/...jpg",
  "images": ["https://img.leboncoin.fr/...1.jpg", "https://img.leboncoin.fr/...2.jpg"],
  "nbImages": 8,
  "attributes": {
    "brand": "Apple",
    "model": "iPhone 15 Pro Max",
    "storage": "256 Go",
    "condition": "Très bon état"
  },
  "searchTerm": "iphone 15",
  "scrapedAt": "2026-09-08T10:00:00.000Z"
}

---

🗂️ Fields you get

Field	Description
id	Unique Leboncoin listing ID
url	Direct link to the listing
title	Ad title
description	Full ad description text — populated when Fetch full descriptions is enabled
price	Price in euros
currency	Always EUR
category	Category name (e.g. Voitures, Immobilier)
categoryId	Numeric category ID
adType	offer or demand
sellerType	private or pro — the key field for B2B lead gen
sellerName	Professional store / seller name
sellerSiren	SIREN (French company registration number) for professionals
storeId	Leboncoin store ID for professional sellers
userId	Seller's Leboncoin user ID
hasPhone	Whether the seller published a phone number
city	City / town
zipcode	Postal code
department	French department name
region	French region name
lat, lng	GPS coordinates
publishedDate	When the ad was first published
isBoosted	Whether the ad is a paid/boosted listing
imageUrl	Main thumbnail URL
images	Full array of image URLs
nbImages	Number of photos
attributes	Category-specific structured fields (brand, model, mileage, m², rooms, fuel, year, condition…)
searchTerm	The search term that produced this result
scrapedAt	ISO timestamp of the scrape

---

🚀 How to use

1. Click Try for free.
2. Enter one or more Search Terms (e.g. iphone, renault clio) — or paste full Leboncoin search / category URLs into Start URLs.
3. (Optional) Filter by Seller Type (private / pro) and by price range.
4. Set Max Items and Max Pages per Search, then click Start.
5. Export the results as JSON, CSV, Excel, HTML, RSS, or pull them through the Apify API.

That's it — no account and no technical setup required.

---

📝 Example inputs

1. Simple keyword search

{
  "searchTerms": ["iphone 15"],
  "maxItems": 200
}

2. B2B lead list — professional sellers only

{
  "searchTerms": ["climatisation", "pompe à chaleur"],
  "sellerType": "pro",
  "maxItems": 1000
}

3. Price-filtered resale hunt

{
  "searchTerms": ["macbook pro", "macbook air"],
  "priceMin": 300,
  "priceMax": 1200,
  "sellerType": "private",
  "maxItems": 500
}

4. Multiple keywords at once

{
  "searchTerms": ["ps5", "xbox series x", "nintendo switch"],
  "maxItems": 900,
  "maxPagesPerSearch": 10
}

5. Scrape a category or filtered URL directly

{
  "startUrls": [
    "https://www.leboncoin.fr/recherche?category=2&text=clio",
    "https://www.leboncoin.fr/recherche?category=9&locations=Paris_75000"
  ],
  "maxItems": 1000
}

When you use Start URLs, whatever filters you set on the Leboncoin website (category, location, price, brand, etc.) are already baked into the URL, so the scraper follows them exactly.

---

🔗 How to use Start URLs

Start URLs are the most powerful way to target exactly what you want:

1. Go to Leboncoin.fr in your browser.
2. Search and apply any filters you like — category, region/city, price band, brand, condition, etc.
3. Copy the URL from the address bar (it will look like https://www.leboncoin.fr/recherche?...).
4. Paste it into the Start URLs field.

You can add as many URLs as you like, and mix them with search terms. Each URL is paginated automatically up to your Max Pages per Search limit.

---

💡 Popular use cases

🎯 B2B lead generation

Filter by professional sellers to build a list of businesses advertising on Leboncoin — complete with store name, SIREN and location. Perfect for:

• Wholesalers and distributors looking for retailers in a niche.
• SaaS and marketplace-tool vendors targeting French sellers.
• Service providers (logistics, photography, accounting) prospecting local businesses.
• Agencies enriching a CRM with verified company identifiers (SIREN).

Because every professional listing carries a SIREN, you can cross-reference it with official French company registries for firmographic enrichment.

💰 Reselling, flipping & arbitrage

Track what phones, consoles, cars, bikes or furniture actually sell for in France. Compare pro vs private pricing, filter by budget, and spot underpriced items across cities. Set up repeat runs to catch new deals as they appear.

📈 French market & price research

Build a price dataset for any product or category. Monitor supply and average prices across regions, track seasonal trends, and benchmark your own pricing against the live French market.

🏡 Real estate intelligence

Paste real-estate category URLs to pull apartments and houses with price, surface area, number of rooms, ZIP code and coordinates. Ideal for property investors, agencies and proptech products mapping the French housing market.

🚗 Used-car & vehicle data

Scrape the cars and motorbikes categories to capture make, model, year, mileage, fuel type and price — great for dealers, valuation tools and automotive market analysts.

🛍️ E-commerce & competitor monitoring

Follow specific professional stores (via storeId and sellerName), watch their catalogue and pricing, and track how many listings competitors run in your category.

🤖 AI, LLM & data enrichment

Feed structured Leboncoin listings into your own models, RAG pipelines, dashboards or data products. Clean JSON output plugs straight into any workflow.

---

👥 Who uses this

• Sales & growth teams building French B2B lead lists.
• Resellers & e-commerce sellers sourcing inventory and pricing.
• Real-estate & automotive analysts mapping supply and prices.
• Market researchers & data teams building French market datasets.
• Developers & AI builders who need reliable classifieds data via API.

---

🎛️ Filters explained

• Search Terms — keywords across all categories. Each term is searched separately, and results are combined and de-duplicated.
• Start URLs — paste any Leboncoin search or category URL. Filters embedded in the URL are respected.
• Seller Type — Any, Private sellers, or Professionals / businesses. Pro listings include SIREN, making them ideal for lead generation and company verification.
• Min / Max Price (€) — keep only listings inside your budget band.
• Max Items — cap the total number of listings collected across all searches (0 = unlimited).
• Max Pages per Search — how many result pages to scrape per term / URL. Each page holds about 35 listings, so 10 pages ≈ 350 listings.
• Fetch full descriptions — when enabled, each listing is opened to collect its full description text and complete attributes. It is slower and uses more resources, so leave it off for fast, low-cost list scraping and turn it on when you need the full ad copy.

---

⚙️ Tips & best practices

• Be specific with keywords. renault clio 4 returns tighter results than voiture.
• Use several focused terms instead of one broad term to widen coverage while staying relevant.
• Combine sellerType: pro with a niche keyword to build the cleanest possible B2B lead lists.
• Use Start URLs for advanced targeting — set location, brand and price filters on the website first, then paste the URL.
• Schedule runs to monitor prices or catch new listings automatically (daily, hourly, or on your own cron).
• Start small. Run with a low maxItems first to preview the data, then scale up.

---

❓ FAQ

Do I need a Leboncoin account or API key? No. Just enter what you want and run — no login, no cookies, no key.

Can I tell private sellers from professionals? Yes. Every listing has a sellerType (private / pro), and professionals include their sellerName, sellerSiren and storeId.

What is a SIREN and why is it useful? SIREN is the 9-digit ID that identifies a registered French company. It lets you verify professional sellers and enrich your leads with official firmographic data.

Can I scrape a specific city or region? Yes. Apply the location filter on Leboncoin, copy the URL, and paste it into Start URLs. City, ZIP, department and region come back on every listing.

Can I scrape cars, real estate, motorbikes or jobs? Yes. Search a relevant keyword or paste the category URL from your browser into Start URLs. Category-specific attributes (mileage, m², rooms, etc.) are returned in attributes.

How many listings can I get? As many as the search returns, up to your maxItems and maxPagesPerSearch limits. Set maxItems: 0 for unlimited.

How do I filter by price? Use Min Price and Max Price, or bake the price filter into a Start URL.

Do I get the full ad description? Yes — enable Fetch full descriptions and each listing's complete description text and attributes are collected. With it off, you still get every other field (price, seller, location, photos, attributes) much faster and at lower cost.

Does it return phone numbers? The hasPhone flag tells you whether a seller published a phone number. The scraper collects only publicly visible information.

Can I get the full photo gallery? Yes. imageUrl is the main thumbnail and images is the full array of photo URLs.

What export formats are supported? JSON, CSV, Excel, HTML table, RSS, and the Apify API. You can also connect to Make, Zapier, Google Sheets, Slack, webhooks or an MCP server.

Can I automate or schedule it? Yes. Use the Apify Scheduler to run it on any interval, or trigger it via API/webhook from your own app.

Is the data structured and clean? Yes. Every listing is normalized into a consistent, flat JSON object with typed fields, ready for spreadsheets, databases and analytics.

Do results include duplicates? No. Listings are de-duplicated by their unique ID across all your search terms and URLs.

---

🔌 Integrations

• Export to JSON, CSV, Excel, HTML, RSS.
• Pull data via the Apify API or official client libraries (JavaScript, Python).
• Connect to Make, Zapier, Google Sheets, Slack, webhooks and hundreds more.
• Use it from an MCP server inside your AI agent / LLM workflow.
• Schedule recurring runs with the built-in Apify Scheduler.

---

📤 Output & export

Every run stores results in an Apify dataset. You can:

• Preview them in a clean table right in the console.
• Download as JSON, CSV, Excel, HTML or RSS.
• Fetch them programmatically through the dataset API endpoint.
• Push them to your warehouse, spreadsheet or app via integrations.

---

⚖️ Legal & responsible use

This scraper collects publicly available listing information only — the same data any visitor can see on Leboncoin.fr without logging in. It does not access private messages, contact details hidden behind a login, or anything requiring authentication.

You are responsible for how you use the collected data. Please:

• Respect Leboncoin's Terms of Service and all applicable laws (including the GDPR).
• Use any personal or company data lawfully and only for legitimate purposes.
• Avoid excessive request rates and scrape responsibly.

This tool is provided for lawful purposes such as price research, market analysis, lead generation and business intelligence. It is not affiliated with, endorsed by, or connected to Leboncoin.