Leboncoin Listing Scraper

Extract Leboncoin listings from a search URL, category page, or keyword — titles, prices, locations, sellers, images, attributes, and phone availability — for French market research, price monitoring, and outreach, for just $1.00 per 1,000 listings.

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What can Leboncoin Listing Scraper do for you?

• Build a structured dataset of Leboncoin ads from a copied search URL or a keyword such as appartement Paris.
• Compare asking prices, surface, rooms, and energy class (DPE) across cities, departments (d_75), or regions (r_11).
• Keep only ads where the seller published a phone number (hasPhone) so you can prioritize contactable leads.
• Apply the same filters you use on the site — property type, sale type, seller type, price, rooms, surface, land, DPE, GES, floor, and outdoor features.
• Export JSON, CSV, or Excel and plug the dataset into a CRM, spreadsheet, or monitoring pipeline.
• Run the same query on a schedule to catch new ads without opening Leboncoin page by page.

What data can you extract from Leboncoin?

🏡 Field	What you get
🆔 Listing ID	Stable list_id for deduplication
🏷️ Title & description	subject and full body
💶 Price	price (euros) and price_cents
📂 Category	category_id, category_name, ad_type
🔗 URL	Canonical Leboncoin ad link
📅 Dates	First publication, index, and expiration when present
📍 Location	City, zipcode, department, region, lat/lng
👤 Seller	Owner name and type (private / pro)
📞 Phone flag	has_phone — whether a number is published
🖼️ Images	Thumbnail, gallery URLs, and imageUrl
📐 Attributes	Rooms, bedrooms, surface, DPE, GES, features
🔎 Source	sourceQuery — the URL or keyword that produced the ad

Why use this scraper?

• 📊 Market research — Benchmark French asking prices by city, category, or property type without copying ads by hand.
• 👀 Competitor & inventory monitoring — Recrawl the same searchQueries or start URL daily to see new and updated listings.
• 📞 Lead generation — Filter to hasPhone: true and export seller-ready ads with location and price.
• 🏠 Real-estate pipelines — Feed apartments, houses, land, and parking ads into valuation, investment, or agency workflows.
• ⚙️ Automation — Trigger runs from the Apify API and download JSON, CSV, or Excel when the run finishes.

Pricing

• $1.00 / 1,000 listings
• Apify plan discounts: Bronze $0.99, Silver $0.98, Gold $0.97 per 1,000 listings
• You do not pay extra Apify platform usage costs for this Actor
• No hidden fees or limits on usage.

Each listing written to the dataset is one billed dataset-item (Listing). Set maxItems to cap how many ads a run can collect.

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How to use Leboncoin Listing Scraper

1. Create a free Apify account.
2. Open Leboncoin Listing Scraper and click Try for free.
3. Paste a Leboncoin search URL into startUrls, or enter keywords in searchQueries (for example appartement).
4. Optionally set filters (category, locations, priceMin / priceMax, hasPhone) and maxItems.
5. Keep French residential proxies (apifyProxyCountry: "FR") — datacenter IPs are often challenged.
6. Click Start, then download the dataset as JSON, CSV, or Excel from the Export tab.

Input

Provide at least one seed: startUrls, a legacy starturl, or searchQueries. Every other field is optional.

Field	Type	Required	Description
startUrls	array	optional	Leboncoin search, category, or listing URLs. Copy the address bar after applying filters — every query parameter is sent to the search.
starturl	string	optional	Legacy single URL. Prefer startUrls. Kept so existing saved inputs keep working.
searchQueries	string list	optional	Keyword searches such as appartement Paris or iPhone 15. Combined with the filters below when no URL is provided.
category	string	optional	Category id or slug (e.g. 9 or ventes_immobilieres). Overrides the URL category when set.
keywords	string	optional	Full-text keywords added to every search.
locations	string list	optional	Cities, zipcodes, departments (d_75), regions (r_11), or Leboncoin location tokens.
realEstateTypes	string list	optional	1=Maison, 2=Appartement, 3=Terrain, 4=Parking, 5=Autre.
immoSellTypes	string list	optional	old, new, viager, neuf.
ownerType	string	optional	private or pro. Leave empty for all sellers.
adType	string	optional	offer (default) or demand.
priceMin / priceMax	integer	optional	Price range in euros.
roomsMin / roomsMax	integer	optional	Room count range.
bedroomsMin / bedroomsMax	integer	optional	Bedroom count range.
squareMin / squareMax	integer	optional	Living surface in m².
landPlotMin / landPlotMax	integer	optional	Land plot surface in m².
energyRates	string list	optional	DPE letters: a–g, n, v.
gesRates	string list	optional	Greenhouse-gas class letters a–g.
floorProperties	string list	optional	ground_floor, last_stage, upper_floor.
outsideAccess	string list	optional	balcony, garden, terrace, pool.
specificities	string list	optional	Feature keys such as cellar, equipped_kitchen, with_garage_or_parking_spot.
sortBy	string	optional	relevance (default), time, price, price_desc.
hasPhone	boolean	optional	Keep only ads where the seller published a phone number. Default false.
maxItems	integer	optional	Maximum listings to scrape (0 = unlimited). Prefill 10.
proxyConfiguration	object	optional	French residential IPs are recommended. Default Apify Residential + FR.

📝 Copy for Use:

{
  "searchQueries": ["appartement"],
  "category": "9",
  "realEstateTypes": ["2"],
  "immoSellTypes": ["old"],
  "maxItems": 5,
  "hasPhone": false,
  "sortBy": "relevance",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "FR"
  }
}

Why Choose This Scraper?

• Affordable: Pay only $1.00 per 1,000 listings scraped.
• Comprehensive: Titles, prices, locations, seller type, images, DPE/GES, and a phone-availability flag from the same Leboncoin search you run in the browser.
• Easy to Use: Paste a filtered /recherche URL or type a keyword — no selectors or custom code required.
• Reliable: Designed for Leboncoin’s live search. Use French residential proxies and maxItems to keep runs predictable.

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• Exclusive Deals: Some providers may offer special discounts or bonuses when you use our link.
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• No Extra Cost: You pay the same price, but part of it goes to supporting our efforts.

Running via Apify Console

You can run this actor from the Apify Console by providing the necessary input parameters.

Running via API

You can trigger this actor using the Apify API, passing the required input in the request body.

API Request Example (Python)

from apify_client import ApifyClient

# Initialize the ApifyClient with your API token
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchQueries": ["appartement"],
    "category": "9",
    "realEstateTypes": ["2"],
    "immoSellTypes": ["old"],
    "maxItems": 5,
    "hasPhone": False,
    "sortBy": "relevance",
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "FR",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("rigelbytes/leboncoin-listing-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

JavaScript

import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with API token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchQueries": ["appartement"],
    "category": "9",
    "realEstateTypes": ["2"],
    "immoSellTypes": ["old"],
    "maxItems": 5,
    "hasPhone": false,
    "sortBy": "relevance",
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "FR"
    }
};

(async () => {
    // Run the Actor and wait for it to finish
    const run = await client.actor("rigelbytes/leboncoin-listing-scraper").call(input);

    // Fetch and print Actor results from the run's dataset (if any)
    console.log('Results from dataset');
    const { items } = await client.dataset(run.defaultDatasetId).listItems();
    items.forEach((item) => {
        console.dir(item);
    });
})();

Running with cURL

# Set API token
API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
cat > input.json <<'EOF'
{
  "searchQueries": ["appartement"],
  "category": "9",
  "realEstateTypes": ["2"],
  "immoSellTypes": ["old"],
  "maxItems": 5,
  "hasPhone": false,
  "sortBy": "relevance",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "FR"
  }
}
EOF

# Run the Actor
curl "https://api.apify.com/v2/acts/rigelbytes/leboncoin-listing-scraper/runs?token=$API_TOKEN" \
  -X POST \
  -d @input.json \
  -H 'Content-Type: application/json'

Scheduling & Deduplication

Scheduling. Leboncoin inventory moves quickly — new apartments and classifieds appear throughout the day. For price and supply monitoring, schedule a daily run of the same searchQueries or startUrls. For “newest first” coverage, set sortBy to time and run hourly in a busy market (Paris, Lyon, coastal sales). Use one scheduled task per query if you want separate datasets per keyword.

Deduplication. Each ad has a stable list_id. A single run will not write the same listing twice. maxItems only caps how many ads that run collects (0 means no cap). Across scheduled runs, reuse an Apify dataset or key on list_id yourself:

seen = set()
for item in items:
    listing_id = item.get("list_id")
    if listing_id in seen:
        continue
    seen.add(listing_id)
    # upsert into your store

Webhooks. Attach an Apify webhook on run success to push new listings into a CRM, Slack, or spreadsheet as soon as the dataset is ready.

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• BBB Scraper — Collect reviews and ratings from BBB for reputation monitoring and customer insights.
• Clutch.co Company Scraper — Scrape Clutch.co company listings, profiles, and reviews by directory URL or service + location search. Optional...
• Costco Product Scraper — Scrapes product data from Costco.com including prices, descriptions, ratings, and availability. Supports search...
• Disboard Scraper — Scrape Discord server listings from DISBOARD by community tag, search query, or direct URL. Extracts server name,...
• Flipkart Product Scraper — Scrape Flipkart product listings from start URLs, categories, or search queries, with optional product details and...
• hipages Australia Scraper — Scrape hipages.com.au tradie listings by category or URL. Optionally enrich each company with profile details and...
• HRS Hotel Reviews Scraper — Extract hotel details, room offers, and guest reviews from HRS hotel URLs.
• HRS Hotel Scraper — Scrapes hotel listings, prices, ratings, and amenities from HRS (hrs.com) by location and travel dates.
• IKEA Product Scraper — Scrape IKEA product listings from search queries or start URLs, with optional product details and customer reviews.
• Naukri Job Scraper — Scrape Naukri.com job listings by keyword, location, start URL, or company page, with optional job details, company...
• Google Play Store App Reviews Scraper — Scrape Google Play Store app reviews by app ID or Play Store URL. Supports multiple apps, sorting, score filters,...
• Rottentomatoes Reviews Scraper — Collect reviews and ratings from Rotten Tomatoes for reputation monitoring and customer insights.
• SEEK Australia Jobs Scraper — Scrape SEEK Australia job listings by keyword, location, or URL. Optionally enrich each job with full details,...
• Skool Community Scraper — Scrape Skool communities from discovery search and category filters. Extract listing data plus optional about-page...
• Target.com Product Scraper — Scrape Target.com products from search queries or URLs. Optionally enrich with product details and customer reviews.
• The Movie Database (TMDB) Scraper — Scrape movies, TV shows, people, and awards from themoviedb.org with the same list filters as the website — genres,...
• TripAdvisor Reviews Scraper — Scrape reviews from TripAdvisor hotel pages using GraphQL API with DataDome protection bypass.
• Trustpilot Reviews Scraper — Collect reviews and ratings from Trustpilot for reputation monitoring and customer insights.
• Trustpilot Company Scraper — Collect reviews and ratings from Trustpilot for reputation monitoring and customer insights.
• Yelp Scraper — Scrape Yelp business listings by search term, category, location, or URL. Optional full business details with phone,...

🍔 Food & Delivery

Extract restaurant, grocery, and delivery platform data.

• Instacart Scraper — Scrape menus, stores, and delivery data from Instacart for data-driven research and automation.
• Lidl Product Scraper — Scrape Lidl supermarket products across Europe by search query or category/product URL. Optionally enrich each item...
• OpenTable Scraper — Scrape OpenTable restaurants by search query (with date/time/party size) or start URLs. Optional listing details and...
• Publix Scraper — Scrape menus, stores, and delivery data from Publix for data-driven research and automation.

📰 News & Media

Scrape news, articles, and media content for research.

• BizBuySell Scraper — Scrape BizBuySell business-for-sale listings via search URLs or structured filters, with optional full listing details.
• SEC IPO Event Intelligence — Monitors SEC EDGAR for IPO filings and converts them into structured business events, with optional AI company...
• SEC Filings Scraper — Retrieve clean, normalized SEC EDGAR filing data by ticker, CIK, or company name — with document links, optional...

🛠️ Developer Tools

General-purpose scraping and automation tools.

• EU Tenders Scraper — Scrape EU public procurement notices from TED (Tenders Electronic Daily) with advanced search filters,...
• Web Crawler — This web crawler is designed to provide users with complete flexibility by allowing them to use their **own...
• Zapier Apps Scraper — Scrape Zapier’s app directory by category, subcategory, sort (popularity, premium, beta, recently launched), or URL....

🔧 Other

Additional scraping tools by Rigel Bytes.

• Bilibili Scraper — Scrape Bilibili videos, categories, search results, and creator spaces. Extract titles, stats, tags, and optional...
• Google Ads Transparency Scraper — Scrape ads from the Google Ads Transparency Center by domain, advertiser, or keyword. Filter by region, time period,...
• Open Construction Estimate Scraper — Scrape construction cost estimates from OpenConstructionEstimate. Export the full catalog, filter by...
• Red Note Scraper — Scrape Red Note (Xiaohongshu) posts from home-feed categories or URLs. Optionally attach creator profiles and top...

Understanding Proxies:

When scraping data or browsing anonymously, proxies are essential. They act as intermediaries, masking your original IP address and allowing you to send requests from another location.

Why Use Proxies?

• Avoid IP Blocks: By routing requests through proxies, you prevent the target website from recognizing your IP as a scraper or spammer.
• Access Geo-restricted Content: Proxies let you access content or websites restricted by location.
• Enhance Anonymity: Hide your actual IP, ensuring privacy while scraping or browsing.

Types of Proxies

1. Residential Proxies
   • Real IP addresses provided by ISPs to home users.
   • They mimic regular users, making them harder to detect.
   • Best for: Long-term, undetectable scraping, and avoiding blocks.
2. Data Center Proxies
   • IP addresses from servers in data centers.
   • Faster and cheaper than residential proxies but easier to detect and block.
   • Best for: High-speed scraping, but with a higher risk of detection.
3. Mobile Proxies
   • IPs provided by mobile carriers (3G/4G/5G networks).
   • Very difficult to detect, as they appear as regular mobile users.
   • Best for: Mobile-related scraping or avoiding sophisticated blocks.

Rotating Proxies vs. Straight Proxies

• Rotating Proxies: Every request you send goes through a different proxy, making it harder for websites to detect patterns.
• Straight Proxies: All requests are sent through the same proxy, making it easier to track your IP.

FAQs & Troubleshooting

Q: Why am I getting empty results or “access denied”?

Leboncoin challenges datacenter and non-French IPs. Use Apify residential proxies with apifyProxyCountry set to FR (the default in this Actor). If a run still returns nothing, confirm your startUrls is a leboncoin.fr search or listing link and that the filters still match live ads.

Q: What counts as one billed result?

Each listing written to the dataset is one dataset-item (Listing). You pay $1.00 per 1,000 listings (Bronze $0.99, Silver $0.98, Gold $0.97). Ads skipped by hasPhone are not written and are not charged. maxItems stops the run after that many written listings.

Q: Should I use startUrls, searchQueries, or starturl?

Use startUrls when you already filtered the site in your browser — paste the /recherche address and every query parameter is applied. Use searchQueries for keyword searches such as appartement Paris, then add structured filters (category, locations, priceMin). starturl is the legacy single-URL field; it still works for old saved inputs.

Q: How do I scrape only ads that include a phone number?

Set hasPhone to true. The Actor still discovers matching search results, but it only writes ads where has_phone is true. That is the billed set.

Q: Do URL filters from Leboncoin (price, type, DPE) get applied?

Yes. Copy the URL from the address bar after you apply filters. Parameters such as category, real_estate_type, immo_sell_type, locations, and ranges are mapped into the search. Fields you set in the input (for example category or realEstateTypes) override the same value from the URL.

Q: How do I export listings as CSV or Excel?

After the run finishes, open the default dataset and use the Export tab to download JSON, CSV, or Excel. From the API, read run["defaultDatasetId"] and request that format from the Apify dataset endpoint.

About Rigel Bytes

Rigel Bytes specializes in web scraping, automation, and data analytics. We help businesses extract and leverage valuable data for informed decision-making.

Contact Us

Ready to unlock the power of data? Reach out to us at (contact@rigelbytes.com) or book an appointment with us to learn more about how we can help you achieve your data goals.

Detailed Data

[
  {
    "list_id": 3253729736,
    "first_publication_date": "2026-08-20 22:20:43",
    "index_date": "2026-09-05 12:33:25",
    "status": "active",
    "category_id": "9",
    "category_name": "Ventes immobilières",
    "subject": "Appartement 3 pièces 69 m²",
    "body": "Appartement 3 pièces 69 m²\n\nEXCLUSIVITE BONDY SUD\nAppartement T3 Lumineux et Spacieux avec jardin !\nDécouvrez ce magnifique appartement T3 de 69 m², situé en rez de jardin d'une résidence récente de 2016...",
    "brand": "leboncoin",
    "ad_type": "offer",
    "url": "https://www.leboncoin.fr/ad/ventes_immobilieres/3253729736",
    "price": [219000],
    "price_cents": 21900000,
    "images": {
      "thumb_url": "https://img.leboncoin.fr/api/v1/lbcpb1/images/62/48/f8/6248f8cf6dc3514354caa31d3c9443bf4eb9f3ed.jpg?rule=ad-thumb",
      "nb_images": 9,
      "urls": [
        "https://img.leboncoin.fr/api/v1/lbcpb1/images/62/48/f8/6248f8cf6dc3514354caa31d3c9443bf4eb9f3ed.jpg?rule=ad-image",
        "https://img.leboncoin.fr/api/v1/lbcpb1/images/22/6b/07/226b07457069df0280b79924d7549646849937a7.jpg?rule=ad-image"
      ]
    },
    "attributes": [
      {"key": "real_estate_type", "value": "2", "key_label": "Type de bien", "value_label": "Appartement"},
      {"key": "square", "value": "69", "key_label": "Surface habitable", "value_label": "69 m²"},
      {"key": "rooms", "value": "3", "key_label": "Nombre de pièces", "value_label": "3"},
      {"key": "bedrooms", "value": "2", "key_label": "Nombre de chambres", "value_label": "2 ch."},
      {"key": "energy_rate", "value": "c", "key_label": "Classe énergie", "value_label": "C"}
    ],
    "location": {
      "city_label": "Bondy 93140 Le Saule Blanc",
      "zipcode": "93140",
      "department_name": "Seine-Saint-Denis",
      "region_name": "Ile-de-France",
      "lat": 48.90022,
      "lng": 2.4942782
    },
    "owner": {"name": "AGENCE HIE", "type": "pro"},
    "has_phone": true,
    "imageUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/62/48/f8/6248f8cf6dc3514354caa31d3c9443bf4eb9f3ed.jpg?rule=ad-thumb",
    "sourceQuery": "appartement"
  },
  {
    "list_id": 3236866203,
    "first_publication_date": "2026-07-21 18:50:21",
    "index_date": "2026-09-06 13:24:02",
    "status": "active",
    "category_id": "9",
    "category_name": "Ventes immobilières",
    "subject": "Appartement 3 pièces 62 m²",
    "body": "Appartement 3 pièces 62 m²\n\nMONTPELLIER -AIGUERELLES Dans une résidence sécurisée datant de 2016, découvrez ce beau T3 de 62 m2 situé au 1er étage...",
    "brand": "leboncoin",
    "ad_type": "offer",
    "url": "https://www.leboncoin.fr/ad/ventes_immobilieres/3236866203",
    "price": [229000],
    "price_cents": 22900000,
    "images": {
      "thumb_url": "https://img.leboncoin.fr/api/v1/lbcpb1/images/41/da/59/41da59a6c3e525f220a06dd7419421f9e50d7e04.jpg?rule=ad-thumb",
      "nb_images": 10,
      "urls": [
        "https://img.leboncoin.fr/api/v1/lbcpb1/images/41/da/59/41da59a6c3e525f220a06dd7419421f9e50d7e04.jpg?rule=ad-image"
      ]
    },
    "attributes": [
      {"key": "real_estate_type", "value": "2", "key_label": "Type de bien", "value_label": "Appartement"},
      {"key": "square", "value": "62", "key_label": "Surface habitable", "value_label": "62 m²"},
      {"key": "rooms", "value": "3", "key_label": "Nombre de pièces", "value_label": "3"},
      {"key": "energy_rate", "value": "a", "key_label": "Classe énergie", "value_label": "A"}
    ],
    "location": {
      "city_label": "Montpellier 34070 Aiguerelles",
      "zipcode": "34070",
      "department_name": "Hérault",
      "region_name": "Languedoc-Roussillon",
      "lat": 43.59335,
      "lng": 3.898198
    },
    "owner": {"name": "AMJ IMMO", "type": "pro"},
    "has_phone": true,
    "imageUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/41/da/59/41da59a6c3e525f220a06dd7419421f9e50d7e04.jpg?rule=ad-thumb",
    "sourceQuery": "appartement"
  },
  {
    "list_id": 3240883279,
    "first_publication_date": "2026-07-28 16:42:40",
    "index_date": "2026-09-07 15:53:01",
    "status": "active",
    "category_id": "9",
    "category_name": "Ventes immobilières",
    "subject": "Studio. Mezzanine. Loggia. Port Olona. 16,40 m2",
    "body": "Studio meublé d’un total de 32 m2 situé au dernier étage. 16,40m2 avec mezzanine de 11m2...",
    "brand": "leboncoin",
    "ad_type": "offer",
    "url": "https://www.leboncoin.fr/ad/ventes_immobilieres/3240883279",
    "price": [110000],
    "price_cents": 11000000,
    "images": {
      "thumb_url": "https://img.leboncoin.fr/api/v1/lbcpb1/images/37/99/98/379998200c53dcc3723637f2f252da60b2b67c81.jpg?rule=ad-thumb",
      "nb_images": 3,
      "urls": [
        "https://img.leboncoin.fr/api/v1/lbcpb1/images/37/99/98/379998200c53dcc3723637f2f252da60b2b67c81.jpg?rule=ad-image"
      ]
    },
    "attributes": [
      {"key": "real_estate_type", "value": "2", "key_label": "Type de bien", "value_label": "Appartement"},
      {"key": "square", "value": "16", "key_label": "Surface habitable", "value_label": "16 m²"},
      {"key": "rooms", "value": "1", "key_label": "Nombre de pièces", "value_label": "1"},
      {"key": "energy_rate", "value": "d", "key_label": "Classe énergie", "value_label": "D"}
    ],
    "location": {
      "city_label": "Les Sables-d'Olonne 85100 Sous-préfecture - La Chaume",
      "zipcode": "85100",
      "department_name": "Vendée",
      "region_name": "Pays de la Loire"
    },
    "owner": {"name": "PLUMEL", "type": "private"},
    "has_phone": false,
    "imageUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/37/99/98/379998200c53dcc3723637f2f252da60b2b67c81.jpg?rule=ad-thumb",
    "sourceQuery": "appartement"
  }
]