Leboncoin Classifieds Scraper
Under maintenancePricing
from $12.99 / 1,000 result items
Leboncoin Classifieds Scraper
Under maintenanceScrapes Leboncoin.fr classified ads by search query, category, region, or URL. Returns each listing as a flat row with price, location, seller details, and description.
Pricing
from $12.99 / 1,000 result items
Rating
5.0
(1)
Developer
ParseForge
Maintained by CommunityActor stats
2
Bookmarked
29
Total users
2
Monthly active users
3 days ago
Last modified
Categories
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Leboncoin Classifieds Scraper
Scrape Leboncoin listings from any search, category, or URL, up to a million per run. Every ad comes with its price, location, seller details, and full description. No login or API key. Export to CSV, JSON, Excel, or XML.
Leboncoin's official API is closed to most developers, and manual browsing is slow. This reads the public classifieds directly, filtered by category, region, price, or keyword, and returns each match in one fixed schema. It covers real estate, vehicles, jobs, and goods across France.
| Who uses it | What they scrape Leboncoin for |
|---|---|
| Market researchers | Which products and prices are trending in a French region |
| Real estate analysts | Rental and sale price benchmarks by department |
| Car dealers | Competitor vehicle listings and asking prices |
| Lead generation teams | Seller contact details from active classifieds |
| E-commerce sellers | Second-hand goods supply and demand signals |
What it does
This Actor collects Leboncoin classified ads by search query, category, region, or direct URL, and returns each one as a flat row.
- 🔍 Search query: any keyword, from 'iphone' to 'appartement Paris'.
- 🏷️ Category filter: immobilier, vehicules, Locations, Ventes, Emplois, Services, or toutes.
- 📍 Region filter: target a French region or department, like ile_de_france or rhone.
- 💰 Price range: set minimum and maximum price in EUR.
- 🔗 Direct URLs: paste specific Leboncoin listing URLs to scrape.
- 🛡️ Residential proxy: built-in Apify proxy with country selection to avoid blocks.
Results export to CSV, JSON, Excel, or XML, or straight from the API.
What you can do with Leboncoin data
📈 Monitor market prices.
A pricing analyst runs the Actor weekly for 'voiture BMW' in ile_de_france to track asking prices and adjust their own listings.
🏠 Build a real estate dataset.
A proptech startup scrapes 'appartement' in rhone with a price range to feed their valuation model.
🚗 Track competitor inventory.
A used car dealer scrapes vehicle ads by brand and region to see what competitors are offering.
📊 Generate leads.
A sales team collects seller contact details from active classifieds in their target category.
🛍️ Spot second-hand trends.
An e-commerce seller scrapes 'iphone' ads to understand supply and demand before sourcing stock.
Why choose this scraper
| What you get | |
|---|---|
| No API key | Scrape public Leboncoin pages without registration or OAuth. |
| Fixed schema | Every ad returns the same fields, ready for analysis. |
| Scale | Collect up to 1,000,000 listings per run. |
| Export anywhere | CSV, JSON, Excel, or XML for your pipeline. |
How it compares
This Actor competes directly with other Leboncoin scrapers on Apify, offering a full set of filters and proxy support.
| Feature | ParseForge | Leboncoin.fr Scraper | $1 / 1k | Fast & Reliable | Leboncoin Scraper (API) Pro 🇫🇷 - Annonces & Prix | 🔍🚚 Leboncoin Vehicle Scraper (PPE) |
|---|---|---|---|---|
| Search by keyword | Yes | Not listed | Not listed | Not listed |
| Category filter | Yes | Not listed | Yes | Not listed |
| Region filter | Yes | Not listed | Yes | Not listed |
| Price range filter | Yes | Not listed | Yes | Not listed |
| Direct URL scraping | Yes | Not listed | Not listed | Not listed |
| Residential proxy support | Yes | Not listed | Not listed | Not listed |
Configure the run
Drive the Actor from search queries, categories, regions, and direct URLs, alone or together, and filters run as each ad is read so only matches reach your dataset. The Input tab lists every parameter.
A first run with the defaults:
A larger pull:
Pricing
Pay-per-result: $0.01734 per result collected. You pay only for the results written to your dataset.
| Results collected | Approximate cost |
|---|---|
| 100 results | $1.73 |
| 1,000 results | $17.34 |
| 10,000 results | $173.40 |
New Apify accounts start with $5 in free credit.
Free users
Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.
Run it
- Create a free Apify account with $5 in credit.
- Open the Leboncoin Classifieds Scraper.
- Set your inputs and any filters, then click Start.
- Export the results as CSV, Excel, JSON, or XML from the Dataset tab.
Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.
Use with AI agents (MCP)
Give an AI agent live access to Leboncoin through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:
Then prompt it in plain language to run the scraper and read back the results.
Troubleshooting
Why am I getting no results?
Check your search query and filters. Try a broader keyword, set category to 'toutes', and remove region or price limits. Also ensure your proxy is working.
Why are some listings missing fields?
Leboncoin pages vary. Some sellers omit details like description or photos. The Actor returns what is available.
Why am I blocked or getting CAPTCHAs?
Enable residential proxies and set the proxy country to France. Reduce the number of concurrent requests if needed.
How do I scrape a specific region?
Use the region input with the correct slug. You can find slugs by browsing Leboncoin and looking at the URL.
Can I run this on a schedule?
Yes, use Apify's scheduler to run the Actor daily or weekly for fresh data.
FAQ
| Question | Answer |
|---|---|
| Is this an official Leboncoin API? | No, this is an unofficial scraper that reads public Leboncoin pages. It does not use the official API and requires no API key. |
| Can I scrape all categories? | Yes, set category to 'toutes' to search across all categories, or choose a specific one like immobilier or vehicules. |
| How do I filter by region? | Use the region input with a French region or department slug, such as 'ile_de_france' or 'provence_alpes_cote_azur'. |
| What is the maximum number of listings? | You can collect up to 1,000,000 listings per run with the maxItems input. |
| Does it use proxies? | Yes, it uses Apify residential proxies by default, and you can set a proxy country to appear from France. |
| Can I scrape specific listing URLs? | Yes, paste one or more Leboncoin listing URLs into the startUrls input. |
| What data does each listing include? | Each row includes price, location, seller details, description, and other fields as shown in the sample output. |
| Is it legal to scrape Leboncoin? | You are responsible for complying with Leboncoin's terms of service and local laws. Use the data ethically and at your own risk. |
| Can I export to Excel? | Yes, the Actor supports CSV, JSON, Excel, and XML exports. |
| How fast is it? | Speed depends on the number of listings and proxy settings, but it is designed for efficient parallel scraping. |
Related actors
Browse the full ParseForge collection for more scrapers.
🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.
⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Leboncoin.fr. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.
