# Leboncoin Listings Scraper (`piotrv1001/leboncoin-listings-scraper`) Actor Leboncoin Listings Scraper scrapes listings from leboncoin.fr search results, capturing titles, prices, images, location, seller info, category attributes, and optional full details — ideal for price tracking, market research, and competitive analysis of France's largest classifieds marketplace. - **URL**: https://apify.com/piotrv1001/leboncoin-listings-scraper.md - **Developed by:** [FalconScrape](https://apify.com/piotrv1001) (community) - **Categories:** E-commerce, Automation, Integrations - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks - **User rating**: No ratings yet ## Pricing from $1.00 / 1,000 product listings This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. 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.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.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/platform/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 Extract product listings from leboncoin.fr at scale. The **Leboncoin Listings Scraper** lets you scrape structured listing data from France's largest classifieds marketplace — titles, prices, locations, images, seller info, attributes, and more. ### ✨ Features - 🔍 **Keyword & Category Search**: Search by free-text queries, category IDs, price ranges, location, or seller type. - 🔗 **Direct URL Mode**: Paste any leboncoin search URL and scrape it directly. - 📋 **Rich Listing Data**: Extracts title, price, original price, condition, images (4 resolutions), all category-specific attributes, full location, and seller details. - 📝 **Optional Full Descriptions**: Fetch the complete listing description from the detail page when needed. - ⚡ **Fast & Cost-Effective**: Uses HTML parsing (`__NEXT_DATA__` extraction) — no browser needed, 10× cheaper than Playwright-based scrapers. - 🔄 **Proxy-Ready**: Built-in Apify residential proxy support to bypass DataDome anti-bot protection. ### 🛠️ How It Works 1. **Configure your search** – Enter keywords, category IDs, filters, or paste a leboncoin search URL. 2. **Run the scraper** – The actor fetches search result pages and extracts all listing data from the embedded JSON payload. 3. **Get structured results** – Each listing is normalized and saved to the dataset with consistent field names. > **Note**: Leboncoin is protected by DataDome anti-bot. Residential proxies are required for any run beyond a few pages. The default proxy configuration uses Apify's residential proxy pool. ### 📊 Sample Output Data ```json { "listId": 3162295955, "title": "Vélo électrique", "url": "https://www.leboncoin.fr/ad/velos/3162295955", "status": "active", "categoryId": "27", "categoryName": "Vélos", "adType": "offer", "price": 350, "priceCents": 35000, "originalPrice": null, "buyerFee": 0, "description": "Cause déménagement vends vélo électrique marque Gitane xs, batterie à remplacer...", "firstPublicationDate": "2026-03-15 10:22:41", "lastIndexDate": "2026-03-28 08:14:55", "images": [ { "thumbnailUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-thumb", "smallUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-small", "imageUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-image", "largeUrl": "https://img.leboncoin.fr/api/v1/lbcpb1/images/ab/12/.../rule=ad-large" } ], "imageCount": 3, "condition": "Bon état", "attributes": { "bike_type": "Vélo de ville/Hybride", "bike_practice": "Ville" }, "location": { "city": "Orléans", "zipcode": "45000", "department": "Loiret", "region": "Centre-Val de Loire", "latitude": 47.90183, "longitude": 1.90307, "country": "FR" }, "seller": { "storeId": "72901445", "userId": "b2e4a1f8-...", "name": "Marie45", "type": "private", "ratingScore": null, "ratingCount": null, "profilePictureUrl": null }, "shippable": false, "shippingTypes": [], "isBoosted": false, "hasOptions": false, "hasPhone": false, "scrapedAt": "2026-03-28T14:05:33.000Z" } ```` ### ⚙️ Input | Field | Type | Default | Description | |---|---|---|---| | `searchQueries` | `string[]` | `["iPhone 16"]` | Free-text keywords to search. Each query runs as a separate search. | | `startUrls` | `RequestSource[]` | `[]` | Leboncoin search URLs to scrape directly. Takes precedence over all filters. | | `categoryIds` | `number[]` | `[]` | Category IDs to filter by (e.g. `17` = Phones, `2` = Vehicles). | | `locations` | `string[]` | `[]` | Location filters in `City_zipcode` format (e.g. `Paris_75000`). | | `priceMin` | `integer` | — | Minimum price in euros. | | `priceMax` | `integer` | — | Maximum price in euros. | | `ownerType` | `"pro" \| "private"` | — | Filter by seller type. | | `shippableOnly` | `boolean` | `false` | Only return listings that offer shipping. | | `sort` | `"time" \| "price"` | `"time"` | Sort order: newest first or by price. | | `includeDetails` | `boolean` | `false` | Fetch the full description from each listing's detail page. Slower; charged at the `item-details` rate. | | `maxItems` | `integer` | `50` | Maximum number of listings to return. `0` = unlimited. | | `maxPages` | `integer` | `100` | Max result pages per search query (leboncoin hard cap: 100 pages = 3,500 results). | | `proxyConfiguration` | `object` | Apify residential | Proxy settings. Residential proxies are required — DataDome blocks datacenter IPs after a few requests. | #### Category IDs (common) | ID | Category (French) | |---|---| | 2 | Véhicules | | 9 | Ventes immobilières | | 10 | Locations | | 15 | Informatique | | 16 | Image & Son | | 17 | Téléphones & Objets connectés | | 18 | Consoles & Jeux vidéo | | 23 | Vélos | | 27 | Vêtements | | 29 | Ameublement | | 30 | Électroménager | | 35 | Emploi | ### 💰 Pricing This actor uses **pay-per-event** billing — you are charged per result, not per compute time. | Event | Price | When charged | |---|---|---| | `product-listing` | **$1.00 per 1,000 results** | Each listing scraped from search results (no detail page) | | `item-details` | **$4.00 per 1,000 results** | Each listing scraped with full description (`includeDetails: true`) | The higher rate for `item-details` reflects the additional request required to fetch each listing's detail page. # Actor input Schema ## `searchQueries` (type: `array`): Free-text keywords to search for (e.g. 'iPhone 16', 'vélo électrique'). Multiple queries will run as separate searches. ## `startUrls` (type: `array`): Leboncoin search page URLs to scrape directly. Takes precedence over search queries and filters. ## `categoryIds` (type: `array`): Leboncoin category IDs to filter by (e.g. 17 = Téléphones, 15 = Informatique, 2 = Véhicules). See actor description for full list. ## `locations` (type: `array`): Location filters in the format 'City\_zipcode' (e.g. 'Paris\_75000', 'Lyon\_69000'). ## `priceMin` (type: `integer`): Minimum price filter in euros. ## `priceMax` (type: `integer`): Maximum price filter in euros. ## `ownerType` (type: `string`): Filter by seller type. ## `shippableOnly` (type: `boolean`): Only return listings that offer shipping. ## `sort` (type: `string`): Sort search results by time (newest first) or price. ## `includeDetails` (type: `boolean`): Fetch the full listing description by visiting each detail page. Slower and uses more proxy bandwidth. Charged at the 'item-details' rate instead of 'product-listing'. ## `maxItems` (type: `integer`): Maximum number of listings to scrape (0 = unlimited). ## `maxPages` (type: `integer`): Maximum number of result pages to scrape per search query (leboncoin caps at 100 pages = 3,500 results). ## `proxyConfiguration` (type: `object`): Proxy settings. Residential proxies are strongly recommended — DataDome blocks datacenter IPs after 2-3 requests. ## Actor input object example ```json { "searchQueries": [ "iPhone 16" ], "startUrls": [], "categoryIds": [], "locations": [], "shippableOnly": false, "sort": "time", "includeDetails": false, "maxItems": 50, "maxPages": 100, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } ``` # Actor output Schema ## `listings` (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 = { "searchQueries": [ "iPhone 16" ], "maxItems": 50 }; // Run the Actor and wait for it to finish const run = await client.actor("piotrv1001/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 = { "searchQueries": ["iPhone 16"], "maxItems": 50, } # Run the Actor and wait for it to finish run = client.actor("piotrv1001/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 '{ "searchQueries": [ "iPhone 16" ], "maxItems": 50 }' | apify call piotrv1001/leboncoin-listings-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=piotrv1001/leboncoin-listings-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Leboncoin Listings Scraper", "description": "Leboncoin Listings Scraper scrapes listings from leboncoin.fr search results, capturing titles, prices, images, location, seller info, category attributes, and optional full details — ideal for price tracking, market research, and competitive analysis of France's largest classifieds marketplace.", "version": "0.0", "x-build-id": "kod9WVoXfrD3QmOde" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/piotrv1001~leboncoin-listings-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-piotrv1001-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/piotrv1001~leboncoin-listings-scraper/runs": { "post": { "operationId": "runs-sync-piotrv1001-leboncoin-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/piotrv1001~leboncoin-listings-scraper/run-sync": { "post": { "operationId": "run-sync-piotrv1001-leboncoin-listings-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "searchQueries": { "title": "Search Queries", "type": "array", "description": "Free-text keywords to search for (e.g. 'iPhone 16', 'vélo électrique'). Multiple queries will run as separate searches.", "default": [ "iPhone 16" ], "items": { "type": "string" } }, "startUrls": { "title": "Start URLs", "type": "array", "description": "Leboncoin search page URLs to scrape directly. Takes precedence over search queries and filters.", "default": [], "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "categoryIds": { "title": "Category IDs", "type": "array", "description": "Leboncoin category IDs to filter by (e.g. 17 = Téléphones, 15 = Informatique, 2 = Véhicules). See actor description for full list.", "default": [] }, "locations": { "title": "Locations", "type": "array", "description": "Location filters in the format 'City_zipcode' (e.g. 'Paris_75000', 'Lyon_69000').", "default": [], "items": { "type": "string" } }, "priceMin": { "title": "Min Price (€)", "minimum": 0, "type": "integer", "description": "Minimum price filter in euros." }, "priceMax": { "title": "Max Price (€)", "minimum": 0, "type": "integer", "description": "Maximum price filter in euros." }, "ownerType": { "title": "Seller Type", "enum": [ "pro", "private" ], "type": "string", "description": "Filter by seller type." }, "shippableOnly": { "title": "Shippable Only", "type": "boolean", "description": "Only return listings that offer shipping.", "default": false }, "sort": { "title": "Sort Order", "enum": [ "time", "price" ], "type": "string", "description": "Sort search results by time (newest first) or price.", "default": "time" }, "includeDetails": { "title": "Include Details", "type": "boolean", "description": "Fetch the full listing description by visiting each detail page. Slower and uses more proxy bandwidth. Charged at the 'item-details' rate instead of 'product-listing'.", "default": false }, "maxItems": { "title": "Max Items", "minimum": 0, "type": "integer", "description": "Maximum number of listings to scrape (0 = unlimited).", "default": 50 }, "maxPages": { "title": "Max Pages per Search", "minimum": 1, "maximum": 100, "type": "integer", "description": "Maximum number of result pages to scrape per search query (leboncoin caps at 100 pages = 3,500 results).", "default": 100 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Proxy settings. Residential proxies are strongly recommended — DataDome blocks datacenter IPs after 2-3 requests.", "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 } } } } } } } } } } ```