leboncoin France Car Scraper

What this Actor scrapes

leboncoin.fr is France's largest classifieds marketplace and the default place the French buy and sell used cars, with hundreds of thousands of live listings in the Voitures section. It publishes no public API. This Actor wraps a polite scrape — paste a filtered leboncoin search URL or use the default car listing page, and pull every listing's price (EUR), brand, model, year, mileage (km), fuel, gearbox, horsepower, body type, colour, Crit'Air sticker, seller type (pro/private), location with postcode, and photos. Flip on detail enrichment and we fetch each listing's page for the full French description. Built on curl-cffi with browser TLS impersonation and residential-proxy rotation to ride past the site's bot protection.

What we handle for you

• 🛡️ Browser fingerprint rotation — curl-cffi impersonates real Chrome / Firefox / Safari TLS handshakes so the target sees a browser, not Python.
• 🌐 Residential proxy rotation via Apify Proxy — fresh session and exit IP on every block.
• 🔁 Retries with exponential backoff on 408 / 429 / 5xx — up to 5 attempts per page, Retry-After honoured.
• 🧱 Rate-limit-aware pacing — when the target pushes back, we slow down instead of getting banned.
• 🧊 Clean, typed dataset rows — Pydantic-validated, ISO-8601 timestamps, stable IDs, JSON / CSV / Excel export straight from the Apify Console.
• 💰 Pay-Per-Event pricing — you only pay for results that hit your dataset. No data, no charge.

Use cases

• Used-car price analytics — track asking prices by brand/model/year across the French market in EUR.
• Dealer inventory monitoring — diff successive runs to spot new arrivals and price cuts at specific pro sellers.
• Market research — aggregate fuel-type and Crit'Air mix to gauge EV/hybrid adoption and low-emission-zone readiness in France.
• Lead generation — build a directory of French car dealers from <code>seller_name</code> + <code>location</code> + <code>postcode</code>.
• Arbitrage / cross-border sourcing — find under-priced French listings filtered by mileage, year, and power for import.

Input

Paste this into the Apify Console, or send it as the run input over the API. Proxy settings are on by default; you rarely need to touch them.

{
  "searchUrl": "",
  "maxResults": 5,
  "enrichDetails": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}

Output

One row per result, schema-validated before it is written. Export JSON, CSV, Excel or XML from the run, or read it over the API.

listing_idlisting_urltitlemakemodelyearpricecurrencymileage_kmfuel_typetransmissionengine_power_hpengine_size_ccbody_typecolorfirst_registration

{
  "listing_id": "3117822207",
  "listing_url": "https://www.leboncoin.fr/ad/voitures/3117822207",
  "title": "Morris Mini COOPER 1275 S",
  "make": "MORRIS",
  "model": "Autre",
  "year": 1968,
  "price": 34900,
  "currency": "EUR",
  "mileage_km": 101890,
  "fuel_type": "Essence",
  "transmission": "Manuelle",
  "engine_power_hp": null,
  "engine_size_cc": null,
  "body_type": "Citadine",
  "color": "Vert",
  "first_registration": "07/1968",
  "location": "Saint-Jean-du-Cardonnay",
  "region": "Seine-Maritime",
  "postcode": "76150",
  "seller_type": "dealer",
  "seller_name": "MECA SPORT",
  "critair": "Non class\u00e9",
  "photo_urls": [
    "https://img.leboncoin.fr/api/v1/lbcpb1/images/12/99/eb/1299eb9f07aa41b5f0430ce684d22b4e689dc47c.jpg?rule=ad-image"
  ],
  "description": "Magnifique Morris Mini Cooper 1275 S restaur\u00e9e.",
  "posted_date": "2025-12-26 14:04:00",
  "scraped_at": "2026-06-02T00:00:00+00:00"
}

Pricing

You pay only for results that land. Cap any run with maxTotalChargeUsd. See pricing & billing for worked examples.