Leboncoin Scraper - Listings, Prices & Sellers

Leboncoin Scraper extracts public classified listings from leboncoin.fr search pages, ad URLs, or simple keyword searches. Use it for French marketplace research, price tracking, seller discovery, regional inventory monitoring, and structured exports for AI agents or BI workflows.

Use this actor when you need one clean dataset row per public listing with title, price, category, location, seller, images, attributes, source URL, and extraction timestamp. Do not use it for buyer inbox automation, sending seller messages, login-only account data, or private user data.

What Data Can I Extract?

Field	Description
listingId, listingUrl, title	Stable listing identity and public ad URL
priceEur, currency	Advertised price in EUR when shown
categoryId, categoryName	Leboncoin category metadata
city, postalCode, department, region	Public location fields from the page payload
sellerName, sellerType, sellerId	Public seller metadata when available
attributes	Category-specific public fields such as condition, rooms, surface, mileage, shipping, or energy class
imageUrls, firstImageUrl	Public listing image URLs
description	Public ad body when includeDetails and responseFormat=detailed are enabled
sourceSearchUrl, scrapedAt, parseWarnings	Provenance, freshness, and non-fatal diagnostics

How Much Will It Cost?

This actor uses Pay per event pricing plus Apify platform usage pass-through.

Run size	Event charge
10 listings	about $0.020
50 listings	about $0.100
500 listings	about $1.000

Pricing events:

• apify-actor-start: $0.00005 per GB of configured memory at run start.
• leboncoin-listing: $0.002 per validated listing written to the dataset.

Compute and proxy usage are charged separately by Apify under Pay per event + usage. The actor logs the maximum event-charge cap at the start of every run.

How To Use It

Scrape by Leboncoin URL

Paste the exact Leboncoin search URL after applying filters in the browser. This is best for city, radius, price, seller, or category filters that Leboncoin encodes in the URL.

{
  "startUrls": [
    {
      "url": "https://www.leboncoin.fr/recherche?text=iphone&category=17"
    }
  ],
  "maxItems": 50,
  "maxPages": 5,
  "includeDetails": false,
  "responseFormat": "concise"
}

Scrape by keyword

{
  "searchQueries": ["velo electrique"],
  "categoryId": "2",
  "priceMin": 500,
  "priceMax": 2500,
  "ownerType": "all",
  "maxItems": 100
}

Fetch Detail Fields

Set includeDetails to true and responseFormat to detailed when you need public ad descriptions and richer attributes. This visits each ad page, so it uses more browser/proxy time.

Output Example

{
  "listingId": "3055076563",
  "listingUrl": "https://www.leboncoin.fr/ad/arts_de_la_table/3055076563",
  "title": "Boite coffre",
  "categoryId": "45",
  "categoryName": "Arts de la table",
  "priceEur": 4,
  "currency": "EUR",
  "city": "Toulouse",
  "postalCode": "31000",
  "sellerName": "eva2019",
  "sellerType": "private",
  "firstImageUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/example.jpg?rule=ad-large",
  "detailFetched": false,
  "sourceSearchUrl": "https://www.leboncoin.fr/recherche?text=iphone&category=17",
  "scrapedAt": "2026-07-15T12:00:00.000Z"
}

API Example

curl -X POST "https://api.apify.com/v2/acts/khadinakbar~leboncoin-scraper/runs" \
  -H "Authorization: Bearer YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "searchQueries": ["iphone"],
    "categoryId": "17",
    "maxItems": 25
  }'

MCP And AI Agents

Through the Apify MCP Server, an agent can call this actor when the user asks for current Leboncoin listings, French marketplace prices, seller metadata, or public listing attributes. The actor is read-only: it does not send messages, log in, alter listings, or contact sellers.

Good agent requests:

• "Find 20 Leboncoin iPhone listings under EUR 500 and return seller type and city."
• "Monitor Leboncoin vehicle listings from this search URL and export prices."
• "Get detailed public fields for these Leboncoin ad URLs."

Avoid using this actor for private account inboxes, buyer automation, seller outreach, or scraping data behind authentication.

Reliability Notes

Leboncoin uses DataDome anti-bot protection. This actor runs a Camoufox browser through Apify Residential proxies, extracts the Next.js page JSON, and retries sources through fresh sessions. If all configured routes are blocked and no useful listings are returned, the run ends as UPSTREAM_FAILED with a clear OUTPUT and RUN_SUMMARY.

Related Actors

• Use Vinted Scraper when the user is researching secondhand fashion listings instead of general Leboncoin classifieds.
• Use Facebook Marketplace Scraper when the target inventory is on Facebook Marketplace rather than Leboncoin.
• Use Idealista Scraper when the workflow is specifically Iberian real estate instead of French classifieds.

FAQ

Can I scrape city or radius filters?

Yes. Apply those filters on leboncoin.fr, copy the resulting search URL, and paste it into startUrls. Leboncoin location parameters are more reliable when copied from the website than reconstructed manually.

Does this extract phone numbers?

No phone-number extraction is promised. The actor may return hasPhone when Leboncoin exposes that flag, but it is designed for public listing data rather than contact reveal flows.

Can I use this with the Apify API?

Yes. Run khadinakbar/leboncoin-scraper with startUrls or searchQueries, then read the default dataset as JSON, CSV, Excel, or through the Apify client libraries.

Can I use this through an MCP server?

Yes. The dataset schema, output schema, and compact records are designed for Apify MCP clients and AI agents that need structured marketplace data.

Is it legal to scrape Leboncoin?

This actor is intended for publicly available listing data and moderate, respectful collection. You are responsible for complying with applicable laws, Leboncoin terms, privacy rules, and GDPR obligations for your use case.

Your Feedback

Open an issue on the actor page with the input URL, run ID, and the field you expected if a listing shape changes or a result looks incomplete.