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Short answer: You can open Leboncoin listings without an account, but public visibility is not permission to automate collection. Leboncoin’s current terms prohibit robots, automated retrieval or indexing, and extracting or reusing its databases unless LBC France has given express prior authorization. No public self-service scraping API or affiliate feed is documented in the official pages reviewed. For a production project, obtain written authorization or a licensed feed first; then collect only the fields you can justify, at an approved rate, with deletion and objection procedures.
What “scraping Leboncoin” means in 2026
A browser request and an automated crawler are treated differently. Leboncoin pages are publicly consultable, yet the LBC France Conditions générales d’utilisation separately restrict automated retrieval and database extraction. The terms state: “Toute utilisation non expressément autorisée des Eléments du Site et des Applications constitue une violation des droits de LBC France.” They also prohibit using “un robot, notamment d’exploration (spider), une application de recherche ou récupération de sites Internet ou tout autre moyen permettant de récupérer ou d’indexer tout ou partie du contenu du Site et des Applications, excepté en cas d’autorisation expresse et préalable de LBC FRANCE.”
LBC France identifies itself as the producer of the Leboncoin service databases. That database-producer right is independent of whether an individual listing can be viewed without logging in. A page that loads in Chrome is therefore not evidence that a high-volume crawler is allowed, stable, or contractually safe.
Login is not the main legal boundary
Many pages can be read while logged out, but avoiding a login does not waive the terms. A login wall, CAPTCHA, robots.txt rule, rate limit, or bot-detection response is an objection or access control to respect, not a technical puzzle to defeat.
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What the official material establishes
- The reviewed official pages do not document a public, self-serve scraping API, export feed, affiliate scheme, or partner sign-up.
- Leboncoin’s privacy policy, version 31 August 2026, treats names, email addresses, IP addresses, and browsing data as personal data and describes automated processing for fraud prevention and protection against robotized attacks.
- The official legal notice reports 30,352,000 average monthly active recipients for 1 July–31 December 2025. That scale makes uncontrolled collection more consequential for both the service and affected people.
If you need machine access, ask LBC France about written authorization, a private export, or a licensed integration. Availability, fields, geography, rate limits, and commercial terms must be confirmed directly with LBC France.
Is scraping Leboncoin legal in France?
There is no one-word answer. CNIL says, “Web scraping is not, in itself, prohibited under the GDPR.” That statement does not override a website’s contract, database rights, access controls, or other French and European rules. CNIL’s guidance requires a defined purpose, a lawful basis, data minimization, prompt deletion of irrelevant data, and respect for a site’s objections through terms, robots.txt, or CAPTCHA. CNIL’s January 2026 focus sheet also highlights that database-producer rights and terms of use can prohibit scraping even when pages are public.
Questions to resolve before collecting anything
- Purpose: What decision or service will the data support? “Collect everything” is not a purpose.
- Lawful basis: Document the GDPR basis for each personal-data field and why the processing is necessary.
- Scope: Which categories, dates, locations, and listing states are actually needed?
- Authorization: Do you have written permission from LBC France or a contract for a licensed feed?
- People’s rights: How will you handle access, deletion, objection, and suppression requests?
- Security: Who can access the dataset, and when will each field be deleted?
Do not assume that “public” means “free to copy,” that GDPR consent is the only issue, or that a robots.txt file grants a licence. Get the contractual position in writing.
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A compliant workflow for an authorized Leboncoin dataset
- Write a field-level specification. Start with the smallest useful set, such as category, displayed price, coarse location, posting date, listing URL, and a source timestamp. Exclude message text, phone numbers, email addresses, precise addresses, images, and seller profiles unless each is demonstrably necessary and expressly covered by the authorization.
- Obtain and archive permission. Ask LBC France for the permitted interface, categories, geography, request rate, retention period, storage location, redistribution rights, and deletion obligations. Save the signed authorization and its version or expiry date with the project records.
- Use the authorized interface. Prefer a partner API, private feed, or export over HTML parsing. Do not infer undocumented endpoints from browser developer tools or publish selectors as if they were durable.
- Set a conservative schedule. Use only the rate and concurrency approved in the agreement. Queue work, apply exponential backoff for transient failures, and stop on a CAPTCHA, login barrier, explicit block, or terms-related objection rather than changing identities.
- Normalize and provenance-tag records. Store the source URL or feed record ID, retrieval time, authorization version, parser version, and a hash of the raw response where the contract permits it. Keep displayed values separate from derived fields such as normalized price.
- Minimize and secure. Encrypt data in transit and at rest, restrict staff and service accounts, log access, and schedule deletion of fields and records when their purpose or retention period ends.
- Operate an objection path. Maintain a suppression list and a named contact for LBC France and data subjects. A deletion or objection request should prevent the record from being re-ingested.
- Review before redistribution. Confirm that your contract permits internal analytics, customer exports, resale, public search, and backups separately. A right to retrieve is not automatically a right to republish.
Design the data before writing a collector
Recommended minimal record
| Field | Why keep it | Privacy and contract note |
|---|---|---|
| source_record_id | Stable deduplication key | Use the identifier supplied by the authorized interface |
| listing_url | Traceability and user hand-off | Confirm that storing and displaying links is permitted |
| category | Filtering and reporting | Restrict to agreed categories |
| price_displayed | Reproduce the seller’s stated price | Store the currency and capture time |
| location_coarse | Regional analysis without an exact address | Avoid street-level data unless necessary and authorized |
| posted_at | Freshness and expiry rules | Apply the feed’s time-zone definition |
| retrieved_at | Auditability and refresh scheduling | Keep it with the authorization record |
Fields that need a higher bar
Seller names, profile URLs, telephone numbers, email addresses, free-text messages, images, and precise addresses can identify or contact people. Add each only after a necessity assessment, a documented lawful basis, explicit contractual permission, and a retention and access rule. If a field is not needed to answer the product question, do not collect it.
Reference code for a licensed feed
The following Python example is deliberately an adapter for an endpoint supplied under your LBC France agreement. It does not discover Leboncoin pages, bypass controls, or guess an internal URL. Set the endpoint and token issued to you, and adjust the response mapping to the contract’s schema.
import os
import time
import requests
feed_url = os.environ["AUTHORIZED_FEED_URL"]
token = os.environ["AUTHORIZED_FEED_TOKEN"]
params = {"category": "YOUR_APPROVED_CATEGORY", "limit": 100}
headers = {"Authorization": f"Bearer {token}", "Accept": "application/json"}
for attempt in range(5):
response = requests.get(feed_url, params=params, headers=headers, timeout=30)
if response.status_code == 200:
payload = response.json()
rows = []
for item in payload.get("items", []):
rows.append({
"source_record_id": item.get("id"),
"listing_url": item.get("url"),
"category": item.get("category"),
"price_displayed": item.get("price"),
"location_coarse": item.get("location"),
"posted_at": item.get("posted_at"),
"retrieved_at": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()),
})
print(rows)
break
if response.status_code in (429, 500, 502, 503, 504):
time.sleep(2 ** attempt)
continue
response.raise_for_status()
else:
raise RuntimeError("Authorized feed did not recover after five attempts")Keep the approved page size and schedule; the example’s values are not permission to request those rates. Never substitute a guessed Leboncoin URL for AUTHORIZED_FEED_URL.
Why a browser scraper is fragile even when a page is public
- Markup changes: CSS classes, embedded JSON, and pagination can change without notice.
- Client-side rendering: A server response may omit data that a browser obtains later, while an automated browser may trigger additional controls.
- Anti-fraud processing: Leboncoin says it uses automated processing against fraud and robotized attacks; repeated or unusual traffic can be challenged or blocked.
- Incomplete results: A timeout, consent layer, login prompt, or challenge can look like an empty category unless your pipeline records the outcome.
- Contract drift: A selector that worked yesterday does not expand your written authorization today.
Do not rotate identities, solve CAPTCHAs, spoof users, bypass access controls, or design around a block. Stop the job, preserve the event in your audit log, and ask the authorized contact how to proceed.
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401 or 403 response
Check that the credential, IP allow-list, environment, and contract are current. Do not retry indefinitely or switch to anonymous page requests; contact the feed owner.
429 rate-limit response
Pause according to the documented retry-after value, reduce concurrency, and verify that your scheduler is not running duplicate workers. Request a higher limit only through the agreed channel.
Empty or partial records
Compare the response schema and category scope with the authorization. Record whether the source returned no matches, redacted fields, or an error. Never fill missing personal data from another source without a separate basis and permission.
Duplicate listings
Use the source record ID when provided. If the contract permits hashing, combine it with the listing URL and a retrieval timestamp, and retain the raw provenance needed to explain merges.
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Put the identifier on a suppression list immediately, remove copies from indexes and exports within the documented deadline, and record what was deleted and when. Prevent later feed refreshes from recreating the record.
Performance, reliability, and cost decisions
For an authorized feed, freshness is a product requirement, not a reason to poll aggressively. Choose a refresh interval based on how quickly listings change, the feed’s quota, and the harm of stale data. Queue requests, cap concurrency, use bounded retries, and monitor success rate, latency, freshness, redactions, and deletion completion. Budget for the licensed access fee, storage, encryption, monitoring, review time, and incident response; the public pages reviewed do not state a standard Leboncoin scraping price.
When comparing two authorized routes, score them on written permission and database-rights scope; allowed fields and personal-data limits; freshness and completeness; rate limits and service-level terms; permitted storage, redistribution, and deletion; auditability and objection handling; and total cost.
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ScreenshotNeo is a screenshot API and MCP server, not a substitute for permission to extract Leboncoin data. It is useful when your authorized workflow needs a visual record of a page, a regression check, or a PDF snapshot without maintaining a browser. Before capture it accepts cookie or consent banners and removes more than 60 known consent platforms, newsletter popups, and chat widgets; bot checks, blank pages, timeouts, failed loads, and cache hits are not billed, and response headers identify the page verdict and billing status. Its MCP tools—take_screenshot, get_page_info, and capture_pdf—can be called by Claude, Cursor, or another MCP client.
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Clear out junk files and repair common Windows errorsFree Scan →Fix the driver behind crashes, sound loss and screen glitchesFind Drivers →Use the API only for pages you are authorized to view and capture. The request below captures the Leboncoin home page as an image; it does not create a listing database or bypass an access control. See the ScreenshotNeo documentation for the current parameters.
cURL
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://www.leboncoin.fr -o leboncoin.webpPython
import requests
r = requests.get("https://api.screenshotneo.com/v1/shot", params={"access_key": "YOUR_API_KEY", "url": "https://www.leboncoin.fr"}, timeout=90)
r.raise_for_status()
open("leboncoin.webp", "wb").write(r.content)Node.js
const q = new URLSearchParams({ access_key: 'YOUR_API_KEY', url: 'https://www.leboncoin.fr' });
const res = await fetch(`https://api.screenshotneo.com/v1/shot?${q}`);
if (!res.ok) throw new Error(`${res.status} ${res.statusText}`);
const fs = await import('node:fs/promises');
await fs.writeFile('leboncoin.webp', Buffer.from(await res.arrayBuffer()));Every feature is included on every ScreenshotNeo plan: full-page and element captures, device and viewport controls, retina scale, PDF options, custom CSS and JavaScript, clicks, waits, blocking rules, headers, cookies, user agents, authorization, timezone and geolocation, transparent backgrounds, resizing, selectable cache TTLs, signed links, asynchronous jobs with signed webhooks, bulk capture for up to 100 URLs per call, a usage API, and an OpenAPI specification. The parameter names used by other screenshot APIs also work for easier migration. Plans include 1,000 screenshots per month free with no card; paid plans start at $5 for 3,000 shots, with yearly billing providing two months free.
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FAQ
Can I keep a one-off screenshot for an internal investigation?
A manual, occasional view is different from an automated dataset, but keep the capture within your organization’s policy, avoid personal data that is not needed, and do not redistribute it unless your legal and contractual review permits that use.
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What should I include in a request to LBC France?
Describe your purpose, categories, fields, geography, expected volume, refresh rate, retention, security controls, users, redistribution, deletion process, and the contact responsible for objections. Ask which interface and limits apply.
How can I tell whether a record is stale?
Store both the source’s posting or update time and your own retrieval time. Define an expiry threshold in advance, label stale records in the application, and delete them when the authorization or purpose requires it.
Frequently Asked Questions
Can I keep a one-off screenshot for an internal investigation?
A manual, occasional view is different from an automated dataset, but keep the capture within your organization’s policy, avoid personal data that is not needed, and do not redistribute it unless your legal and contractual review permits that use.
What should I include in a request to LBC France?
Describe your purpose, categories, fields, geography, expected volume, refresh rate, retention, security controls, users, redistribution, deletion process, and the contact responsible for objections. Ask which interface and limits apply.
How can I tell whether a record is stale?
Store both the source’s posting or update time and your own retrieval time. Define an expiry threshold in advance, label stale records in the application, and delete them when the authorization or purpose requires it.
Quick Recap
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
