# SeLoger.com Agents Agencies Scraper - Low-costπŸ’²πŸ”₯🏠🏒 (`delectable_incubator/seloger-com-agents-agencies-scraper-low-cost`) Actor 🏒 Extract SeLoger.com real estate professionals with ease. Collect agency and agent names, intermediary types, profile URLs, logos, descriptions, and source URLs. Supports agencies, commercial agents, notaries, builders, and developers. Ideal for real estate lead generation and property datasets πŸ“Š - **URL**: https://apify.com/delectable\_incubator/seloger-com-agents-agencies-scraper-low-cost.md - **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community) - **Categories:** Real estate, Agents, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks - **User rating**: 5.00 out of 5 stars ## Pricing from $0.00005 / actor start This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. 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 web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows. 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. - **AI agents and MCP clients** β€” the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use). - **Agentic workflows and local Actor development** β€” [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`. - **JavaScript/TypeScript projects** β€” the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`. - **Python projects** β€” the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`. - **Any other language** β€” 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 Real Estate Agents Scraper

*** ## πŸ’πŸ”Ž SeLoger.com Real Estate Agents Scraper | Bulk Directory URL Scraper | Agencies & Agents | Apify Actor ### πŸš€ Extract SeLoger Real Estate Professionals in Seconds (No Code) The **SeLoger.com Real Estate Agents Scraper (Apify Actor)** is a powerful, scalable, and SEO-optimized scraping solution designed to extract **public real estate professionals and agencies from SeLoger.com** using **bulk directory URLs**. Scrape SeLoger directory pages and collect structured data including **agency names, agent names, intermediary types, profile URLs, logos, descriptions, and source URLs**. The scraper supports multiple professional categories including **real estate agencies, commercial agents, notaries, builders, and property developers**. Perfect for **real estate lead generation, agency research, agent discovery, market intelligence, competitor analysis, CRM enrichment, business directories, AI datasets, and automation.** *** ## πŸ”₯ Why This SeLoger Real Estate Agents Scraper? βœ” Best SeLoger Agent Scraper on Apify βœ” Supports Bulk Directory URLs βœ” Real Estate Agencies βœ” Commercial Agents βœ” Notaries βœ” Builders βœ” Property Developers βœ” Automatic Pagination βœ” Automatic Scrolling βœ” Multiple Intermediary Types βœ” Fast & Scalable Extraction βœ” JSON / CSV / Excel Ready βœ” No Coding Required *** ## 🎯 What This Scraper Does This Apify Actor extracts public real estate professionals directly from **SeLoger.com directory pages**. Each URL is processed independently and the scraper automatically navigates through the available directory pages until **maxItemsPerUrl** is reached or no additional results are found. Supported professional types include: 🏒 **Agence immobiliΓ¨re** πŸ‘€ **Agent commercial** βš–οΈ **Notaire** πŸ—οΈ **Constructeur** 🏘️ **Promoteur** *** ## πŸ“Œ Core Features βœ… Bulk Directory URL Scraping βœ… Real Estate Agency Listings βœ… Commercial Agent Listings βœ… Notary Listings βœ… Builder Listings βœ… Property Developer Listings βœ… Multiple Intermediary Filters βœ… Automatic Pagination βœ… Automatic Scrolling βœ… Agency Names βœ… Agent Names βœ… Professional Types βœ… Profile URLs βœ… Agency Logos βœ… Descriptions βœ… Source URLs βœ… High-Speed Cloud Scraping βœ… Structured Output *** ## ⚑ Input Configuration ### πŸ”₯ BULK DIRECTORY URL MODE πŸš€ Add one or hundreds of SeLoger directory URLs. ``` { "urls": [ "https://www.seloger.com/annuaire/paris-75000/#projectType=1", "https://www.seloger.com/annuaire/marseille-13000/#intermediaryTypes=1&intermediaryTypes=2&intermediaryTypes=3&projectType=3" ], "maxItemsPerUrl": 40, "proxy": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } } ``` Simply add one or hundreds of SeLoger directory URLs. Each URL is processed independently and returns up to **maxItemsPerUrl** agents or agencies. **French residential proxies are strongly recommended for the best reliability.** *** ## 🏒 Supported Professional Types The scraper supports the professional categories available in the SeLoger directory. #### 🏒 Agence immobiliΓ¨re Extract real estate agencies listed in the SeLoger directory. #### πŸ‘€ Agent commercial Extract independent and commercial real estate agents. #### βš–οΈ Notaire Extract notaries available through SeLoger's professional directory. #### πŸ—οΈ Constructeur Extract property builders and construction professionals. #### 🏘️ Promoteur Extract real estate developers and property promotion companies. *** ## πŸ“ Directory Search Examples ### 🏒 Agencies & Agents β€” Paris ``` https://www.seloger.com/annuaire/paris-75000/#intermediaryTypes=1&intermediaryTypes=2&projectType=2 ``` ### πŸ‘€ Agents Only β€” Paris ``` https://www.seloger.com/annuaire/paris-75000/#intermediaryTypes=2&projectType=2 ``` ### 🏒 Multiple Professional Types β€” Marseille ``` https://www.seloger.com/annuaire/marseille-13000/#intermediaryTypes=1&intermediaryTypes=2&intermediaryTypes=3&projectType=3 ``` The scraper keeps the filters contained in the URL and automatically processes the corresponding directory results. *** ## πŸ“Š Extracted Data | Field | Description | | ----------- | ---------------------------------- | | id | Professional or agency ID | | name | Agency or professional name | | type | Intermediary type | | profileUrl | Professional or agency profile URL | | logoUrl | Agency or professional logo | | description | Profile or agency description | | sourceUrl | Original directory URL | *** ## πŸ’‘ Use Cases Perfect for: 🏒 Real Estate Agency Research πŸ‘€ Real Estate Agent Discovery πŸ“ž Real Estate Lead Generation πŸ“Š Real Estate Market Intelligence 🀝 CRM Enrichment 🏘️ Agency Database Building πŸ”Ž Competitor Research πŸ“ Local Real Estate Intelligence βš–οΈ Notary Research πŸ—οΈ Builder Research 🏘️ Property Developer Research πŸ€– AI Training Datasets βš™οΈ Automation Workflows *** ## πŸš€ Key Features ⚑ Bulk Directory URL Support 🏒 Real Estate Agencies πŸ‘€ Commercial Agents βš–οΈ Notaries πŸ—οΈ Builders 🏘️ Property Developers πŸ“ Location-Based Directories πŸ”„ Automatic Pagination πŸ“œ Automatic Scrolling πŸ”Ž Professional Type Filtering πŸ”— Profile URLs πŸ–ΌοΈ Logos πŸ“ Descriptions πŸ“Š Structured Output πŸ’Ύ Export-Ready Datasets βš™οΈ Enterprise-Ready Apify Actor *** ## πŸ“€ Export Formats βœ” JSON βœ” CSV βœ” Excel (XLSX) βœ” XML βœ” HTML βœ” RSS *** ## πŸ“¦ Example Output ``` { "id": "123456", "name": "Example Immobilier", "type": "Agence immobiliΓ¨re", "profileUrl": "https://www.seloger.com/annuaire/...", "logoUrl": "https://...", "description": "Agence immobiliΓ¨re spΓ©cialisΓ©e dans la vente et la location de biens immobiliers.", "sourceUrl": "https://www.seloger.com/annuaire/paris-75000/#projectType=1" } ``` *** ## πŸ”₯ Why This is the BEST SeLoger Agent Scraper on Apify? βœ” Optimized for Apify Search Ranking βœ” Bulk Directory URL Support βœ” Agencies & Agents βœ” Notaries, Builders & Developers βœ” Multiple Professional Types βœ” Automatic Pagination βœ” Automatic Scrolling βœ” Rich Professional Metadata βœ” Profile URLs βœ” Agency Logos βœ” Structured Export-Ready Datasets βœ” Enterprise-Ready Scalability *** ## πŸ’Έ Pricing This scraper runs on a **pay-per-result** pricing model. You only pay for successfully extracted agents, agencies, notaries, builders, or developers. **πŸ’³ Price: $0.89 / 1,000 results** *** ## ❓ FAQ #### Can I scrape multiple SeLoger directory URLs? Yes. Bulk URL mode is fully supported. You can provide one or hundreds of SeLoger `/annuaire/` URLs. *** #### Which professional types are supported? The scraper supports: - Agence immobiliΓ¨re - Agent commercial - Notaire - Constructeur - Promoteur *** #### Can I filter by professional type? Yes. SeLoger directory URLs can contain intermediary type filters. The scraper processes the filters included in the URL. *** #### Can I scrape different cities? Yes. You can provide directory URLs for different cities and locations throughout France. *** #### Does it support pagination? Yes. The scraper automatically paginates through directory results until the requested number of results has been collected or no new results are found. *** #### Does it support scrolling? Yes. The scraper automatically scrolls the directory pages when necessary to discover additional results. *** #### Can I scrape thousands of professionals? Yes. Increase **maxItemsPerUrl** and add multiple directory URLs to scale your scraping jobs. *** #### Are French Residential proxies recommended? Yes. Residential proxies with a **France location** are strongly recommended for the best SeLoger scraping reliability. *** #### Is coding required? No. Everything runs directly on Apify. *** #### Can I export the data? Yes. The dataset can be exported to JSON, CSV, Excel, XML, HTML and RSS. *** ## ⚠️ Disclaimer This tool is an independent data extraction solution and is **not affiliated with SeLoger**. *** ## πŸ”— Related Actors We are building the complete **PrimeScrape Real Estate Intelligence Suite.** More premium real estate, rental, property, agency, agent, marketplace, and housing data scrapers are coming soon. πŸš€ Stay tuned. *** ## 🌍 PrimeScrape Ecosystem Built for large-scale data extraction, automation, AI datasets, and business intelligence. 🏠 Real Estate Intelligence 🏒 Agency Intelligence πŸ‘€ Agent Intelligence πŸ“Š Property Analytics πŸ’° Price Monitoring πŸ“ˆ Market Research 🀝 Lead Generation πŸ€– AI Training Datasets βš™οΈ Automation Pipelines 🌐 Public Data Extraction *** ## πŸ“¬ Support ⭐⭐⭐⭐⭐ If this scraper saves you time, please leave a review. For enterprise scraping solutions, custom Apify Actors, or large-scale real estate scraping projects, feel free to contact **PrimeScrape**. # Actor input Schema ## `urls` (type: `array`): List of SeLoger.com agent/agency directory URLs (/annuaire/...) to scrape. Examples: πŸ“ Agencies + agents, buying projects, Paris: https://www.seloger.com/annuaire/paris-75000/#intermediaryTypes=1\&intermediaryTypes=2\&projectType=2 πŸ“ Agents only, buying projects, Paris: https://www.seloger.com/annuaire/paris-75000/#intermediaryTypes=2\&projectType=2 πŸ“ All types, project 3, Marseille: https://www.seloger.com/annuaire/marseille-13000/#intermediaryTypes=1\&intermediaryTypes=2\&intermediaryTypes=3\&projectType=3 The scraper paginates (?page=N, filters kept in the URL hash) and scrolls until maxItemsPerUrl is reached, or stops after 2 consecutive pages with no new results. ⚠️ URLs must be from seloger.com/annuaire/. ## `maxItemsPerUrl` (type: `integer`): Maximum number of agent/agency listings to collect per URL. ## `proxy` (type: `object`): Proxies to use for the requests. Residential + France is strongly recommended ## Actor input object example ```json { "urls": [ "https://www.seloger.com/annuaire/paris-75000/#projectType=1", "https://www.seloger.com/annuaire/marseille-13000/#intermediaryTypes=1&intermediaryTypes=2&intermediaryTypes=3&projectType=3" ], "maxItemsPerUrl": 40, "proxy": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } } ``` # Actor output Schema ## `results` (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 = { "urls": [ "https://www.seloger.com/annuaire/paris-75000/#projectType=1", "https://www.seloger.com/annuaire/marseille-13000/#intermediaryTypes=1&intermediaryTypes=2&intermediaryTypes=3&projectType=3" ], "maxItemsPerUrl": 40, "proxy": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } }; // Run the Actor and wait for it to finish const run = await client.actor("delectable_incubator/seloger-com-agents-agencies-scraper-low-cost").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`πŸ’Ύ 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); }); // πŸ“š Want to learn more πŸ“–? Go to β†’ 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/annuaire/paris-75000/#projectType=1", "https://www.seloger.com/annuaire/marseille-13000/#intermediaryTypes=1&intermediaryTypes=2&intermediaryTypes=3&projectType=3", ], "maxItemsPerUrl": 40, "proxy": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "FR", }, } # Run the Actor and wait for it to finish run = client.actor("delectable_incubator/seloger-com-agents-agencies-scraper-low-cost").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # πŸ“š Want to learn more πŸ“–? Go to β†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "urls": [ "https://www.seloger.com/annuaire/paris-75000/#projectType=1", "https://www.seloger.com/annuaire/marseille-13000/#intermediaryTypes=1&intermediaryTypes=2&intermediaryTypes=3&projectType=3" ], "maxItemsPerUrl": 40, "proxy": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "FR" } }' | apify call delectable_incubator/seloger-com-agents-agencies-scraper-low-cost --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,delectable_incubator/seloger-com-agents-agencies-scraper-low-cost" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/gdeCGwsOVhJ7POGRc/builds/dNZnbfRKtaUZbBkXN/openapi.json