# Leboncoin & SeLoger Real Estate Scraper — Agency Leads (FR) (`ccdeveloppement/real-estate-scraper`) Actor Scrape French real-estate listings from Leboncoin & SeLoger — with the seller's agency name, phone & email per listing. Plus price, €/m², surface, DPE, GPS. For lead generation, pige & prospecting. Export JSON/CSV/Excel. Contacts vendeurs + annonces, paiement au résultat. - **URL**: https://apify.com/ccdeveloppement/real-estate-scraper.md - **Developed by:** [Cyril Canon](https://apify.com/ccdeveloppement) (community) - **Categories:** Lead generation, Real estate - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 1,000 results 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 & SeLoger Scraper — French Real Estate Leads 🏠📞 **Turn French property listings into actionable leads.** Scrape Leboncoin and SeLoger and get, for every listing, the **seller's agency name, phone number and email** — plus price, €/m², surface, rooms, energy rating (DPE), district and GPS. One clean record per listing. Export to JSON, CSV or Excel. **Pay only per result.** > Built for **real-estate lead generation, *pige immobilière* and prospecting** — agencies, brokers, proptech and investors who need fresh listings **and the contacts to act on them**. --- ### 📞 The lead-gen edge: contacts on every listing Most scrapers give you listings. **This one gives you the people behind them.** On SeLoger, each result includes: - **`agentName`** — the agency or seller name - **`agentPhone`** — direct phone number - **`agentEmail`** — direct email - **`sellerType`** — `pro` (agency) or `private` That's a ready-to-use prospecting list: spot a new mandate, see who holds it, and reach out the same day. Perfect for **pige**, lead generation, and CRM enrichment. --- ### Why this scraper - 🇫🇷 **Two sources, one run.** Leboncoin (huge volume + GPS) **and** SeLoger (agency phone + email). Most scrapers cover only one. - 📞 **Seller contacts included** — name, phone, email per SeLoger listing. Your prospecting list, automated. - 📊 **Rich, normalized data** — 25+ fields, with derived **price per m²**, DPE energy class, district and pro/private flag. - 🎯 **Precise filters** — city, postal code, property type, price range, or paste a ready-made search URL. - 💸 **Fair pricing** — pay per result, **free trial**, no subscription. - 🛡️ **Reliable** — residential proxies + fingerprinting beat anti-bot. Ad placeholders are filtered, so **you never pay for empty rows**. --- ### Who it's for - **Pige immobilière & agencies** — catch new mandates the day they appear, with the seller's contact ready. - **Lead-gen & prospecting tools** — feed your funnel with fresh agency contacts. - **Investors & marchands de biens** — scan by €/m², spot underpriced deals, get the contact instantly. - **Proptech & analysts** — build price indices, comparables and dashboards from structured data. --- ### What you get — data fields | Field | Description | |-------|-------------| | `agentName` | **Agency / seller name** | | `agentPhone` | **Seller phone** (SeLoger) | | `agentEmail` | **Seller email** (SeLoger) | | `sellerType` | `pro` or `private` | | `title` | Listing title | | `propertyType` | Apartment, house, land… | | `price` / `pricePerM2` | Price in € and per m² | | `surface` / `landSurface` | Living / plot area (m²) | | `rooms` / `bedrooms` / `bathrooms` | Room counts | | `energyRate` / `gesRate` | DPE / GES class (A–G) | | `city` / `postalCode` / `district` | Location | | `lat` / `lng` | GPS coordinates (Leboncoin) | | `nbImages` | Number of photos | | `description` | Full listing text | | `url` | Direct link to the listing | | `scrapedAt` | Extraction timestamp (ISO) | ### Source comparison | | **Leboncoin** | **SeLoger** | |---|:---:|:---:| | Volume per search | High (paginated) | ~27 / search | | **Agency phone + email** | — | ✅ | | GPS coordinates | ✅ | — | | DPE energy class | ✅ | ✅ | | Land surface | ✅ | — | 👉 Use **SeLoger** for agency leads with direct contacts, **Leboncoin** for volume and geolocation. Run both to maximize coverage. --- ### How to use No installation, no code: 1. Pick a **source** (Leboncoin or SeLoger). 2. Enter a **location** (city or postal code, e.g. `Montpellier 34000`). 3. Choose **transaction** (sale / rent) and **property types**. 4. *(Optional)* set price range, max results, or paste a ready-made **search URL** via `startUrls`. 5. Run and download JSON, CSV or Excel. > 💡 Keep residential FR proxies on (default) — they handle anti-bot. For SeLoger, city names are geocoded to the right area automatically. #### Output example ```json { "title": "Appartement 3 pièces 53 m²", "propertyType": "Appartement", "price": 149500, "pricePerM2": 2821, "surface": 53, "rooms": 3, "bedrooms": 1, "energyRate": "C", "city": "Montpellier", "postalCode": "34070", "district": "Figuerolles", "sellerType": "pro", "agentName": "Agence Exemple Immobilier", "agentPhone": "04 67 00 00 00", "agentEmail": "contact@exemple-immo.fr", "nbImages": 12, "source": "seloger", "url": "https://www.seloger.com/annonces/000000000.htm", "scrapedAt": "2026-06-09T11:02:43.000Z" } ```` *** ### FAQ **Does it return seller phone numbers and emails?** Yes — on **SeLoger**, each listing includes the agency/seller name, phone and email. Leboncoin masks contact details (GDPR), so it returns listings + GPS instead. **Which cities / regions are covered?** All of France. Search by city or postal code; SeLoger locations are geocoded automatically. **How am I charged?** Pay per result — only real listings are billed (ad placeholders are filtered out). There's a free trial. **Can I get only new listings?** Yes — enable `newListingsOnly` and schedule the Actor for daily monitoring. **Sale and rental?** Both — set `transactionType` to `vente` or `location`. **Can I use my own search filters?** Yes — paste a portal search URL into `startUrls` and your filters are kept exactly. *** ### Pricing **Pay per result** — billed only for real listings delivered. Ad placeholders are filtered and never charged. Start with the **free trial** on your own city. ### Legal & compliance This Actor collects **publicly available** listing data for legitimate business use (market research, lead generation). Use the data in line with the source sites' terms and applicable law (incl. GDPR for personal data). You are responsible for how you use it. *** ### Support A question, a custom field, or a new source? Open an **Issue**, or contact: **CC Développement** · Cyril Canon · 📩 canon@ccdeveloppement.eu *Built and maintained in France 🇫🇷* # Actor input Schema ## `source` (type: `string`): Portail immobilier à scraper. ## `transactionType` (type: `string`): Vente ou location. ## `propertyTypes` (type: `array`): Types de bien recherchés. ## `location` (type: `string`): Ville, code postal ou département. Ex : Agde 34300, Hérault, Montpellier. ## `priceMin` (type: `integer`): Filtre prix plancher. 0 = pas de minimum. ## `priceMax` (type: `integer`): Filtre prix plafond. 0 = pas de maximum. ## `startUrls` (type: `array`): Optionnel. Colle directement une ou plusieurs URLs de résultats du portail (avec tes filtres). Si renseigné, ignore les filtres ci-dessus. ## `newListingsOnly` (type: `boolean`): Ne facture/extrait que les annonces jamais vues lors des runs précédents (déduplication via Key-Value Store). Idéal pour un planning quotidien. ## `maxResults` (type: `integer`): Limite le nombre d'annonces extraites (et donc d'événements facturés). ## `proxyConfiguration` (type: `object`): Configuration du proxy. Proxies résidentiels Apify fortement recommandés (anti-bot DataDome sur Leboncoin & Seloger). ## Actor input object example ```json { "source": "leboncoin", "transactionType": "vente", "propertyTypes": [ "appartement", "maison" ], "location": "Montpellier 34000", "priceMin": 0, "priceMax": 0, "startUrls": [], "newListingsOnly": false, "maxResults": 100, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } } ``` # 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 = { "location": "Agde 34300", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } }; // Run the Actor and wait for it to finish const run = await client.actor("ccdeveloppement/real-estate-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 = { "location": "Agde 34300", "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "FR", }, } # Run the Actor and wait for it to finish run = client.actor("ccdeveloppement/real-estate-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 '{ "location": "Agde 34300", "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } }' | apify call ccdeveloppement/real-estate-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=ccdeveloppement/real-estate-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Leboncoin & SeLoger Real Estate Scraper — Agency Leads (FR)", "description": "Scrape French real-estate listings from Leboncoin & SeLoger — with the seller's agency name, phone & email per listing. Plus price, €/m², surface, DPE, GPS. For lead generation, pige & prospecting. Export JSON/CSV/Excel. Contacts vendeurs + annonces, paiement au résultat.", "version": "1.0", "x-build-id": "fchkrY3Mccbjlhzl1" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/ccdeveloppement~real-estate-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-ccdeveloppement-real-estate-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/ccdeveloppement~real-estate-scraper/runs": { "post": { "operationId": "runs-sync-ccdeveloppement-real-estate-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/ccdeveloppement~real-estate-scraper/run-sync": { "post": { "operationId": "run-sync-ccdeveloppement-real-estate-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "required": [ "location" ], "properties": { "source": { "title": "Source", "enum": [ "leboncoin", "seloger" ], "type": "string", "description": "Portail immobilier à scraper.", "default": "leboncoin" }, "transactionType": { "title": "Type de transaction", "enum": [ "vente", "location" ], "type": "string", "description": "Vente ou location.", "default": "vente" }, "propertyTypes": { "title": "Types de bien", "type": "array", "description": "Types de bien recherchés.", "items": { "type": "string", "enum": [ "appartement", "maison", "terrain", "parking", "immeuble" ], "enumTitles": [ "Appartement", "Maison", "Terrain", "Parking", "Immeuble" ] }, "default": [ "appartement", "maison" ] }, "location": { "title": "Localisation", "type": "string", "description": "Ville, code postal ou département. Ex : Agde 34300, Hérault, Montpellier." }, "priceMin": { "title": "Prix minimum (€)", "minimum": 0, "type": "integer", "description": "Filtre prix plancher. 0 = pas de minimum.", "default": 0 }, "priceMax": { "title": "Prix maximum (€)", "minimum": 0, "type": "integer", "description": "Filtre prix plafond. 0 = pas de maximum.", "default": 0 }, "startUrls": { "title": "URLs de recherche (avancé)", "type": "array", "description": "Optionnel. Colle directement une ou plusieurs URLs de résultats du portail (avec tes filtres). Si renseigné, ignore les filtres ci-dessus.", "default": [], "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "newListingsOnly": { "title": "Annonces nouvelles uniquement", "type": "boolean", "description": "Ne facture/extrait que les annonces jamais vues lors des runs précédents (déduplication via Key-Value Store). Idéal pour un planning quotidien.", "default": false }, "maxResults": { "title": "Nombre max d'annonces", "minimum": 1, "maximum": 5000, "type": "integer", "description": "Limite le nombre d'annonces extraites (et donc d'événements facturés).", "default": 100 }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Configuration du proxy. Proxies résidentiels Apify fortement recommandés (anti-bot DataDome sur Leboncoin & Seloger).", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } } } }, "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 } } } } } } } } } } ```