Leboncoin Listings Scraper

Leboncoin Listings Scraper

Extract product listings from leboncoin.fr at scale. The Leboncoin Listings Scraper lets you scrape structured listing data from France's largest classifieds marketplace — titles, prices, locations, images, seller info, attributes, and more.

✨ Features

• 🔍 Keyword & Category Search: Search by free-text queries, category IDs, price ranges, location, or seller type.
• 🔗 Direct URL Mode: Paste any leboncoin search URL and scrape it directly.
• 📋 Rich Listing Data: Extracts title, price, original price, condition, images (4 resolutions), all category-specific attributes, full location, and seller details.
• 📝 Optional Full Descriptions: Fetch the complete listing description from the detail page when needed.
• ⚡ Fast & Cost-Effective: Uses HTML parsing (__NEXT_DATA__ extraction) — no browser needed, 10× cheaper than Playwright-based scrapers.
• 🔄 Proxy-Ready: Built-in Apify residential proxy support to bypass DataDome anti-bot protection.

🛠️ How It Works

1. Configure your search – Enter keywords, category IDs, filters, or paste a leboncoin search URL.
2. Run the scraper – The actor fetches search result pages and extracts all listing data from the embedded JSON payload.
3. Get structured results – Each listing is normalized and saved to the dataset with consistent field names.

Note: Leboncoin is protected by DataDome anti-bot. Residential proxies are required for any run beyond a few pages. The default proxy configuration uses Apify's residential proxy pool.

📊 Sample Output Data

{
    "listId": 3162295955,
    "title": "Vélo électrique",
    "url": "https://www.leboncoin.fr/ad/velos/3162295955",
    "status": "active",
    "categoryId": "27",
    "categoryName": "Vélos",
    "adType": "offer",
    "price": 350,
    "priceCents": 35000,
    "originalPrice": null,
    "buyerFee": 0,
    "description": "Cause déménagement vends vélo électrique marque Gitane xs, batterie à remplacer...",
    "firstPublicationDate": "2026-03-15 10:22:41",
    "lastIndexDate": "2026-03-28 08:14:55",
    "images": [
        {
            "thumbnailUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-thumb",
            "smallUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-small",
            "imageUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-image",
            "largeUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-large"
        }
    ],
    "imageCount": 3,
    "condition": "Bon état",
    "attributes": {
        "bike_type": "Vélo de ville/Hybride",
        "bike_practice": "Ville"
    },
    "location": {
        "city": "Orléans",
        "zipcode": "45000",
        "department": "Loiret",
        "region": "Centre-Val de Loire",
        "latitude": 47.90183,
        "longitude": 1.90307,
        "country": "FR"
    },
    "seller": {
        "storeId": "72901445",
        "userId": "b2e4a1f8-...",
        "name": "Marie45",
        "type": "private",
        "ratingScore": null,
        "ratingCount": null,
        "profilePictureUrl": null
    },
    "shippable": false,
    "shippingTypes": [],
    "isBoosted": false,
    "hasOptions": false,
    "hasPhone": false,
    "scrapedAt": "2026-03-28T14:05:33.000Z"
}

⚙️ Input

Field	Type	Default	Description
searchQueries	string[]	["iPhone 16"]	Free-text keywords to search. Each query runs as a separate search.
startUrls	RequestSource[]	[]	Leboncoin search URLs to scrape directly. Takes precedence over all filters.
categoryIds	number[]	[]	Category IDs to filter by (e.g. 17 = Phones, 2 = Vehicles).
locations	string[]	[]	Location filters in City_zipcode format (e.g. Paris_75000).
priceMin	integer	—	Minimum price in euros.
priceMax	integer	—	Maximum price in euros.
ownerType	"pro" | "private"	—	Filter by seller type.
shippableOnly	boolean	false	Only return listings that offer shipping.
sort	"time" | "price"	"time"	Sort order: newest first or by price.
includeDetails	boolean	false	Fetch the full description from each listing's detail page. Slower; charged at the item-details rate.
maxItems	integer	50	Maximum number of listings to return. 0 = unlimited.
maxPages	integer	100	Max result pages per search query (leboncoin hard cap: 100 pages = 3,500 results).
proxyConfiguration	object	Apify residential	Proxy settings. Residential proxies are required — DataDome blocks datacenter IPs after a few requests.

Category IDs (common)

ID	Category (French)
2	Véhicules
9	Ventes immobilières
10	Locations
15	Informatique
16	Image & Son
17	Téléphones & Objets connectés
18	Consoles & Jeux vidéo
23	Vélos
27	Vêtements
29	Ameublement
30	Électroménager
35	Emploi

💰 Pricing

This actor uses pay-per-event billing — you are charged per result, not per compute time.

Event	Price	When charged
product-listing	$1.00 per 1,000 results	Each listing scraped from search results (no detail page)
item-details	$4.00 per 1,000 results	Each listing scraped with full description (includeDetails: true)

The higher rate for item-details reflects the additional request required to fetch each listing's detail page.