# Seloger Property Extractor (`kawsar/seloger-property-extractor`) Actor A robust, high-speed scraper to extract property listings directly from SeLoger.com. Capture prices, living areas, rooms, agency details, and original image galleries. Features smart per-URL pagination and instant exports to Excel, JSON, or CSV. - **URL**: https://apify.com/kawsar/seloger-property-extractor.md - **Developed by:** [Kawsar](https://apify.com/kawsar) (community) - **Categories:** Real estate, Developer tools, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $2.99 / 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. 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.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 ## SeLoger Property Extractor: Scrape Real Estate Listings from France SeLoger Property Extractor is a high-performance, production-ready web scraper designed to extract real estate listings, pricing, dimensions, energy ratings, and complete media galleries directly from SeLoger.com. This tool leverages advanced, built-in network bypass systems to reliably gather real-time housing data across France, helping real estate agents, investors, and market analysts make data-driven decisions without manual browsing or proxy setup. --- ### Key Features - **Limit-Wise Per-URL Pagination**: The extractor automatically paginates through search results for *each* input URL individually. It will stop precisely when it reaches your custom limit (`maxItemsPerUrl`) for that search or when there are no more pages. - **Decompressed JSON Extraction**: Unlike standard web scrapers that rely on fragile HTML DOM parsing, this actor uses advanced decompression algorithms to parse SeLoger's internal, highly structured JSON data states. This makes the scraper exceptionally fast, stable, and immune to minor website interface updates. - **Rich Dataset Output**: Collects complete property details, including listing IDs, prices, price per square meter, total rooms, bedrooms, living area ($m^2$), plot/land area, energy ratings ($A$-$G$), location zip codes, districts, agency details, and original high-resolution image galleries. - **Zero Configuration Needed**: Built-in automated IP routing and anti-bot bypass mechanisms mean you do not need to purchase expensive proxy pools, set up rotating headers, or manage user sessions. Everything works out of the box. --- ### What Data Does This Actor Extract? The extracted data is saved to a clean, flattened dataset that you can download in JSON, CSV, XML, or Excel formats. The actor extracts the following fields for each property listing: | Field Name | Type | Description | | :--- | :--- | :--- | | `id` | String | Unique identifier of the property listing. | | `brand` | String | Platform brand (e.g., 'seloger'). | | `status` | String | Listing publishing status (e.g., 'Published'). | | `propertyTitle` | String | Title of the property listing (e.g., "Maison neuve à vendre"). | | `price` | String | Formatted price of the listing (e.g., '295 000 €'). | | `pricePerM2` | String | Formatted price per square meter (e.g., '2 458 €/m²'). | | `rooms` | Integer | Total number of rooms. | | `bedrooms` | Integer | Total number of bedrooms. | | `areaM2` | Number | Total living area of the property in square meters ($m^2$). | | `plotAreaM2` | Number | Total land/plot area in square meters ($m^2$) if applicable. | | `city` | String | City where the property is located. | | `zipCode` | String | Zip code of the property's location. | | `district` | String | Neighborhood or district name of the property. | | `energyClass` | String | Energy efficiency rating class (e.g., 'A', 'B', 'D', 'G'). | | `headline` | String | Short headline of the listing description. | | `descriptionText` | String | Full description text of the property listing. | | `providerTitle` | String | Name of the agency, builder, or seller. | | `listingUrl` | String | Direct URL link to the original SeLoger listing. | | `isExclusive` | Boolean | Whether the listing is exclusive to SeLoger. | | `has3DVisit` | Boolean | Whether a 3D virtual tour is available. | | `hasBrokerageFee` | Boolean | Whether brokerage fees apply. | | `isNewProperty` | Boolean | Whether the property is a newly built project. | | `images` | Array | List of original high-resolution image URLs. | | `scrapedAt` | String | ISO timestamp when the listing was scraped. | --- ### How to Get SeLoger Search URLs To scrape the exact listings you are interested in: 1. Open your web browser and go to [SeLoger.com](https://www.seloger.com). 2. Use the search filters on the homepage to select your preferences (e.g., Buy vs. Rent, House vs. Apartment, specific cities/departments, price range, room counts, and square footage). 3. Click **Search** (Rechercher) to load the filtered search results. 4. Copy the complete URL from your browser's address bar. - *Example*: `https://www.seloger.com/classified-search?distributionTypes=Buy&estateTypes=House,Apartment&locations=AD08FR36790&m=homepage_new_search` 5. Paste this URL (or multiple URLs) into the `urls` field of the actor's input configuration. --- ### Input Parameters You can configure the behavior of the scraper using the following inputs: | Field Name | Type | Default | Description | | :--- | :--- | :--- | :--- | | `urls` | Array | *Required* | A list of SeLoger search or listing URLs to scrape property data from. | | `maxItemsPerUrl` | Integer | `25` | Maximum number of listings to extract and process per input search URL (max: 1000). | | `requestTimeoutSecs` | Integer | `30` | Per-request timeout in seconds when contacting the built-in bypass servers (min: 5, max: 120). | --- ### Output Dataset Example Here is a typical JSON dataset record extracted by this actor: ```json { "id": "26ELW4BH5V8N", "brand": "seloger", "status": "Published", "propertyTitle": "Terrain avec maison neuve à vendre", "price": "295 000 €", "pricePerM2": "2 458 €/m²", "rooms": 6, "bedrooms": 4, "areaM2": 120.0, "plotAreaM2": 400.0, "city": "Franconville", "zipCode": "95130", "district": "Séquoia de la Gare", "energyClass": "A", "headline": "Projet de construction d'une maison 120 m² avec terrain à FRANCO", "descriptionText": "Financement personnalisé : • Profitez d'un prêt à TAUX ZERO RENFORCE ! (180 000 euros) pour réduire vos mensualités, avec un TAUX INFERIEUR à 2,00% sur 25 ans...", "providerTitle": "Jennifer Agence de Villapolis", "listingUrl": "https://www.seloger-construire.com/detail/270583215", "isExclusive": false, "has3DVisit": true, "hasBrokerageFee": false, "isNewProperty": false, "images": [ "https://mms.seloger.com/0/e/3/a/0e3aa2ca-ff77-4d1b-8ad4-ea9a613a1b19.jpg?ci_seal=2c65f7a12bc81a29c28721a023bd9a0e80875d1b", "https://mms.seloger.com/3/0/0/a/300ae1b3-51c8-4516-b3d3-639de74d03b6.jpg?ci_seal=628b0802bf4986ae0decc5f25c91613e7ae23edf" ], "scrapedAt": "2026-06-08T10:45:13Z" } ```` *** ### Use Cases - **Market Intelligence**: Monitor real-time real estate price trends, rental yields, and housing supply across various French cities. - **Investment Assessment**: Effortlessly calculate price-per-square-meter metrics to locate underpriced or high-value investment deals. - **Lead Sourcing & Brokerage**: Match developers, builders, or buyers with properties matching highly specific zip codes, size, or room counts. - **Academic & Urban Studies**: Extract reliable, historical data arrays to analyze urban growth, residential densities, and energy efficiency trends across France. *** ### FAQ **Do I need to buy proxy servers or create user accounts?** No. The scraper features automated, pre-configured internal bypass networks. It manages request headers, rotative sessions, and access configurations transparently, so you do not need to purchase external proxies or register accounts. **How does pagination work?** If a search URL contains multiple pages of results, the scraper automatically detects pagination and navigates page-by-page. It will continue extracting properties for that specific URL until it collects the number of listings specified in `maxItemsPerUrl` (default is 25), or until no more results are available on SeLoger. **Can I export the extracted listings?** Yes. Once the scrape completes, you can download your clean, structured dataset in any format supported by Apify, including JSON, CSV, Excel, XML, or a visual HTML table. *** Automate your real estate research, find incredible investment opportunities, and analyze the French housing market with reliable, high-speed SeLoger data extraction. # Actor input Schema ## `urls` (type: `array`): List of SeLoger search or listing URLs to scrape property data from. ## `maxItemsPerUrl` (type: `integer`): Maximum number of listings to extract and process per search URL (default is 25). ## `requestTimeoutSecs` (type: `integer`): Per-request timeout in seconds when contacting built-in bypass servers. ## Actor input object example ```json { "urls": [ "https://www.seloger.com/classified-search?distributionTypes=Buy&estateTypes=House,Apartment&locations=AD08FR36790&m=homepage_new_search_classified_search_result" ], "maxItemsPerUrl": 25, "requestTimeoutSecs": 30 } ``` # 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 = { "urls": [ "https://www.seloger.com/classified-search?distributionTypes=Buy&estateTypes=House,Apartment&locations=AD08FR36790&m=homepage_new_search_classified_search_result" ] }; // Run the Actor and wait for it to finish const run = await client.actor("kawsar/seloger-property-extractor").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 = { "urls": ["https://www.seloger.com/classified-search?distributionTypes=Buy&estateTypes=House,Apartment&locations=AD08FR36790&m=homepage_new_search_classified_search_result"] } # Run the Actor and wait for it to finish run = client.actor("kawsar/seloger-property-extractor").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 '{ "urls": [ "https://www.seloger.com/classified-search?distributionTypes=Buy&estateTypes=House,Apartment&locations=AD08FR36790&m=homepage_new_search_classified_search_result" ] }' | apify call kawsar/seloger-property-extractor --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=kawsar/seloger-property-extractor", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Seloger Property Extractor", "description": "A robust, high-speed scraper to extract property listings directly from SeLoger.com. Capture prices, living areas, rooms, agency details, and original image galleries. Features smart per-URL pagination and instant exports to Excel, JSON, or CSV.", "version": "0.0", "x-build-id": "aDlxJxU26MIXKofs1" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/kawsar~seloger-property-extractor/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-kawsar-seloger-property-extractor", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/kawsar~seloger-property-extractor/runs": { "post": { "operationId": "runs-sync-kawsar-seloger-property-extractor", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/kawsar~seloger-property-extractor/run-sync": { "post": { "operationId": "run-sync-kawsar-seloger-property-extractor", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": [ "urls" ], "properties": { "urls": { "title": "SeLoger Search URLs", "type": "array", "description": "List of SeLoger search or listing URLs to scrape property data from.", "items": { "type": "string" } }, "maxItemsPerUrl": { "title": "Max items per URL", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum number of listings to extract and process per search URL (default is 25).", "default": 25 }, "requestTimeoutSecs": { "title": "Request timeout (seconds)", "minimum": 5, "maximum": 120, "type": "integer", "description": "Per-request timeout in seconds when contacting built-in bypass servers.", "default": 30 } } }, "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 } } } } } } } } } } ```