# Leboncoin Listings Scraper (`fetch_cat/leboncoin-listings-scraper`) Actor Scrape public Leboncoin listing search results and listing details for marketplace research, real estate, vehicles, resale monitoring, and lead generation. - **URL**: https://apify.com/fetch\_cat/leboncoin-listings-scraper.md - **Developed by:** [Hanna Nosova](https://apify.com/fetch_cat) (community) - **Categories:** E-commerce, Real estate, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.60 / 1,000 item processeds This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Leboncoin Listings Scraper Scrape public Leboncoin search results and listing detail pages into a structured dataset for price monitoring, real-estate snapshots, vehicle shortlists, resale research, and lead-generation workflows. Use this Actor when you need repeatable Leboncoin exports in CSV, JSON, Excel, API, or automation tools without building and maintaining a custom scraper. ### At a glance - **Primary job**: Collect public Leboncoin listing rows from keyword searches or pasted search URLs. - **Input**: Keywords, public search URLs, optional category/location parameters, item limits, and optional detail enrichment. - **Output**: One dataset row per listing with URL, ID, title, category, seller display fields, location, date, attributes, images, and price fields when public. - **Best for**: Marketplace analysts, real-estate and vehicle monitors, resellers, researchers, and lead-gen teams. ### Common workflows - **Keyword research**: Search terms such as `velo`, `iphone`, or a product brand and export fresh public listings. - **Real-estate snapshots**: Paste a Leboncoin real-estate search URL and collect listings with nullable location/property attributes. - **Vehicle shortlists**: Search a vehicle category and keep public listing details and category attributes when present. - **Monitoring**: Schedule small recurring runs and compare listing IDs, prices, and locations across datasets. - **Automation**: Send dataset rows to Google Sheets, CRMs, webhooks, MCP-compatible agents, or your own API pipeline. ### Ready-to-run examples - **[Classifieds keyword search](https://apify.com/fetch_cat/leboncoin-listings-scraper/examples/classifieds-keyword-search)**: Scrape a bounded public Leboncoin keyword search. - **[Real-estate market snapshot](https://apify.com/fetch_cat/leboncoin-listings-scraper/examples/real-estate-market-snapshot)**: Collect public Paris real-estate search results with detail enrichment. - **[Vehicle listing shortlist](https://apify.com/fetch_cat/leboncoin-listings-scraper/examples/vehicle-listing-shortlist)**: Build a small vehicle listing shortlist for a common brand query. ### What data can you extract? | Field | Description | | --- | --- | | `query` | Keyword search that produced the listing. | | `sourceUrl` | Original search URL or generated keyword URL. | | `pageUrl` | Result page where the listing was found. | | `listingId` | Leboncoin listing identifier when available. | | `listingUrl` | Public listing URL. | | `title` | Listing title. | | `priceText`, `priceValue`, `currency` | Raw and parsed price fields when publicly visible. | | `category`, `subcategory` | Leboncoin category labels. | | `sellerName`, `sellerType` | Public seller display fields when shown. | | `locationText`, `city`, `department`, `region` | Public location labels. | | `postedAtText`, `postedAt` | Raw and parsed publication date signals. | | `imageUrls` | Public image URLs found in search/detail payloads. | | `description` | Public description when available. | | `attributes` | Category-specific fields such as condition, brand, property or vehicle attributes. | | `detailStatus` | Detail enrichment status: `not_requested`, `success`, `blocked`, `missing`, or `failed`. | | `missingFields` | Important optional fields that were not publicly available for the row. | ### Input configuration | Setting | JSON key | Use it for | Example | | --- | --- | --- | --- | | Search keywords | `queries` | Generate Leboncoin search URLs from terms. | `["iphone"]` | | Start URLs | `startUrls` | Process exact public Leboncoin search URLs. | `https://www.leboncoin.fr/recherche?text=velo` | | Category code | `category` | Scope generated keyword searches to a Leboncoin category. | `"2"` | | Location parameter | `location` | Reuse a raw Leboncoin `locations` parameter. | `Paris__48.856614_2.352221_10000` | | Maximum listings | `maxItems` | Cap saved rows and control spend. | `50` | | Maximum pages | `maxPagesPerQuery` | Bound pagination per query or start URL. | `2` | | Include details | `includeDetails` | Visit listing pages for extra public fields. | `false` | | Fail on no results | `failOnNoResults` | Fail blocked or unexpectedly empty runs instead of silent success. | `true` | | Proxy | `proxyConfiguration` | Use Apify Proxy; residential is recommended for Leboncoin. | `RESIDENTIAL` | ### Example input ```json { "queries": ["iphone"], "maxItems": 10, "maxPagesPerQuery": 1, "includeDetails": false, "failOnNoResults": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] } } ```` ### Example output ```json { "query": "iphone", "sourceUrl": "https://www.leboncoin.fr/recherche?text=iphone", "pageUrl": "https://www.leboncoin.fr/recherche?text=iphone", "listingId": "3102094611", "listingUrl": "https://www.leboncoin.fr/ad/telephones_objets_connectes/3102094611", "title": "IPhone 14 Pro Max Garantie 24 Mois", "priceText": null, "priceValue": null, "currency": null, "category": "Téléphones & Objets connectés", "sellerName": "DISTRIPHONE", "locationText": "Lyon 69002", "city": "Lyon 69002", "department": "Rhône", "region": "Rhône-Alpes", "postedAtText": "2026-07-03 12:05:44", "detailStatus": "not_requested", "missingFields": ["priceText"] } ``` ### Pricing | Event | Charged when | | --- | --- | | Run start | Once when the Actor starts. | | Item processed | Each listing row saved to the dataset. | Store pricing uses Apify discount tiers. The Actor is priced per saved listing row, with lower per-row prices on higher Store tiers. | Tier | Item processed price | | --- | --- | | Free | `$0.00115` | | Bronze | `$0.001` | | Silver | `$0.00078` | | Gold | `$0.0006` | | Platinum | `$0.0004` | | Diamond | `$0.00028` | Keep runs small while testing. Detail enrichment can increase runtime and proxy usage because it visits listing pages. ### Tips for best results - **Start small**: Use `maxItems: 10` until output quality and spend are clear. - **Prefer focused URLs**: Build the exact search on Leboncoin, then paste the result URL into `startUrls`. - **Use residential proxy**: Leboncoin can show edge challenges to datacenter traffic. - **Expect nullable fields**: Some listings do not expose price, seller, images, or category-specific attributes in every payload. ### API usage Node.js: ```js import { ApifyClient } from "apify-client"; const client = new ApifyClient({ token: process.env.APIFY_TOKEN }); const run = await client.actor("fetch_cat/leboncoin-listings-scraper").call({ queries: ["iphone"], maxItems: 10, proxyConfiguration: { useApifyProxy: true, apifyProxyGroups: ["RESIDENTIAL"] } }); console.log(run.defaultDatasetId); ``` Python: ```python from apify_client import ApifyClient client = ApifyClient("YOUR_APIFY_TOKEN") run = client.actor("fetch_cat/leboncoin-listings-scraper").call(run_input={ "queries": ["iphone"], "maxItems": 10, "proxyConfiguration": {"useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"]}, }) print(run["defaultDatasetId"]) ``` cURL: ```bash curl -X POST "https://api.apify.com/v2/acts/fetch_cat~leboncoin-listings-scraper/runs?token=YOUR_APIFY_TOKEN" \ -H "Content-Type: application/json" \ -d '{"queries":["iphone"],"maxItems":10,"proxyConfiguration":{"useApifyProxy":true,"apifyProxyGroups":["RESIDENTIAL"]}}' ``` ### MCP and AI agents Use this Actor from MCP-compatible tools through the official Apify MCP Server. ```bash claude mcp add --transport http apify "https://mcp.apify.com?tools=fetch_cat/leboncoin-listings-scraper" ``` ```json { "mcpServers": { "apify": { "url": "https://mcp.apify.com?tools=fetch_cat/leboncoin-listings-scraper" } } } ``` Example prompt: "Run Leboncoin Listings Scraper for iphone with 10 listings and summarize categories and locations." ### Limits and caveats - **Public data only**: The Actor does not log in, unlock phone numbers, send messages, or scrape private account pages. - **Anti-bot risk**: Leboncoin may challenge some traffic. Residential proxy is recommended; blocked pages are classified instead of being saved as fake rows. - **Completeness**: Pagination and detail enrichment are bounded by your input limits and by what the public pages expose. - **Freshness**: Listings can change or disappear after a run finishes. ### Legality and responsible use Process only data that you are allowed to access. Follow Leboncoin terms, Apify terms, robots and rate-limit expectations, and applicable privacy and data-protection laws. Do not use scraped data for spam, harassment, discriminatory decisions, or private contact bypasses. ### Related actors - [Vinted Search Scraper](https://apify.com/fetch_cat/vinted-search-scraper) - [Marktplaats Listings Scraper](https://apify.com/fetch_cat/marktplaats-listings-scraper) - [Craigslist Classifieds Scraper](https://apify.com/fetch_cat/craigslist-classifieds-scraper) ### FAQ #### Can I export results? Yes. Apify datasets support JSON, CSV, Excel, XML, RSS, and API access. #### Why are some fields empty? Some fields are not publicly visible for every listing or category. The Actor preserves the row and records important gaps in `missingFields` instead of guessing. #### Should I enable detail pages? Use `includeDetails` when you need extra public description, image, or attribute fields. Keep it disabled for cheaper, faster search-result monitoring. ### Support Open an issue from the Actor page if a run fails or output looks wrong. Include the run ID or run URL, input JSON, expected output, actual output, and one reproducible public URL. - 2026-07-24 - Feature: Launched Leboncoin Listings Scraper on Apify Store. # Actor input Schema ## `queries` (type: `array`): Leboncoin keywords to search, for example velo or iphone. ## `startUrls` (type: `array`): Leboncoin search result URLs to process. ## `category` (type: `string`): Optional Leboncoin category code used with keyword searches, such as 2 for vehicles or 9 for real estate. ## `location` (type: `string`): Optional raw Leboncoin locations parameter for keyword searches. ## `maxItems` (type: `integer`): Maximum number of listing rows to save. ## `maxPagesPerQuery` (type: `integer`): Maximum number of result pages to fetch per query or start URL. ## `includeDetails` (type: `boolean`): Visit listing detail pages for extra public description, images, and attributes when available. ## `failOnNoResults` (type: `boolean`): Fail the run if all sources return zero listings. ## `proxyConfiguration` (type: `object`): Use Apify Proxy. Residential proxy is recommended for Leboncoin. ## Actor input object example ```json { "queries": [ "velo" ], "startUrls": [ { "url": "https://www.leboncoin.fr/recherche?text=velo" } ], "maxItems": 10, "maxPagesPerQuery": 1, "includeDetails": false, "failOnNoResults": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } ``` # Actor output Schema ## `overview` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "queries": [ "velo" ], "startUrls": [ { "url": "https://www.leboncoin.fr/recherche?text=velo" } ], "failOnNoResults": false }; // Run the Actor and wait for it to finish const run = await client.actor("fetch_cat/leboncoin-listings-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "queries": ["velo"], "startUrls": [{ "url": "https://www.leboncoin.fr/recherche?text=velo" }], "failOnNoResults": False, } # Run the Actor and wait for it to finish run = client.actor("fetch_cat/leboncoin-listings-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "queries": [ "velo" ], "startUrls": [ { "url": "https://www.leboncoin.fr/recherche?text=velo" } ], "failOnNoResults": false }' | apify call fetch_cat/leboncoin-listings-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=fetch_cat/leboncoin-listings-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Leboncoin Listings Scraper", "description": "Scrape public Leboncoin listing search results and listing details for marketplace research, real estate, vehicles, resale monitoring, and lead generation.", "version": "0.1", "x-build-id": "MxA0a8utCymVoV9td" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/fetch_cat~leboncoin-listings-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-fetch_cat-leboncoin-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/fetch_cat~leboncoin-listings-scraper/runs": { "post": { "operationId": "runs-sync-fetch_cat-leboncoin-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/fetch_cat~leboncoin-listings-scraper/run-sync": { "post": { "operationId": "run-sync-fetch_cat-leboncoin-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "queries": { "title": "Search keywords", "type": "array", "description": "Leboncoin keywords to search, for example velo or iphone.", "items": { "type": "string" } }, "startUrls": { "title": "Start URLs", "type": "array", "description": "Leboncoin search result URLs to process.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "category": { "title": "Category code", "type": "string", "description": "Optional Leboncoin category code used with keyword searches, such as 2 for vehicles or 9 for real estate." }, "location": { "title": "Location parameter", "type": "string", "description": "Optional raw Leboncoin locations parameter for keyword searches." }, "maxItems": { "title": "Maximum listings", "minimum": 1, "maximum": 10000, "type": "integer", "description": "Maximum number of listing rows to save.", "default": 10 }, "maxPagesPerQuery": { "title": "Maximum pages per query", "minimum": 1, "maximum": 100, "type": "integer", "description": "Maximum number of result pages to fetch per query or start URL.", "default": 1 }, "includeDetails": { "title": "Include listing details", "type": "boolean", "description": "Visit listing detail pages for extra public description, images, and attributes when available.", "default": false }, "failOnNoResults": { "title": "Fail when no listings are found", "type": "boolean", "description": "Fail the run if all sources return zero listings.", "default": true }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Use Apify Proxy. Residential proxy is recommended for Leboncoin.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```