# Build a Real Estate Agent Recruitment List

**Use case:** 

Build a targeted list of real estate agents in selected U.S. markets with names, emails, ratings, locations, brokerages, and profile details for brokerage recruitment and business development.

## Input

```json
{
  "start_urls": [
    "https://www.fastexpert.com/top-real-estate-agents/austin-tx/",
    "https://www.fastexpert.com/top-real-estate-agents/dallas-tx/",
    "https://www.fastexpert.com/top-real-estate-agents/houston-tx/"
  ],
  "maxitems": 100
}
```

## Output

```json
{
  "user_id": {
    "label": "User ID",
    "format": "number"
  },
  "agent_name": {
    "label": "Agent Name",
    "format": "text"
  },
  "agent_firstname": {
    "label": "Agent Firstname",
    "format": "text"
  },
  "agent_lastname": {
    "label": "Agent Lastname",
    "format": "text"
  },
  "user_email": {
    "label": "User Email",
    "format": "text"
  },
  "user_phone": {
    "label": "User Phone",
    "format": "text"
  },
  "user_cellphone": {
    "label": "User Cellphone",
    "format": "text"
  },
  "user_city": {
    "label": "User City",
    "format": "text"
  },
  "user_state": {
    "label": "User State",
    "format": "text"
  },
  "user_zipcode": {
    "label": "User Zipcode",
    "format": "text"
  },
  "user_address": {
    "label": "User Address",
    "format": "text"
  },
  "company": {
    "label": "Company",
    "format": "text"
  },
  "experience": {
    "label": "Experience",
    "format": "text"
  },
  "years_licence": {
    "label": "Years Licence",
    "format": "text"
  },
  "licence_number": {
    "label": "Licence Number",
    "format": "text"
  },
  "total_rating": {
    "label": "Total Rating",
    "format": "number"
  },
  "total_review": {
    "label": "Total Review",
    "format": "number"
  },
  "total_sale": {
    "label": "Total Sale",
    "format": "text"
  },
  "total_sale_formated": {
    "label": "Total Sale Formatted",
    "format": "text"
  },
  "total_transaction": {
    "label": "Total Transaction",
    "format": "text"
  },
  "total_avg": {
    "label": "Total Average",
    "format": "text"
  },
  "user_image": {
    "label": "User Image",
    "format": "image"
  },
  "agent_url": {
    "label": "Agent URL",
    "format": "text"
  },
  "specialize_txt": {
    "label": "Specialize Text",
    "format": "text"
  },
  "specialize_area": {
    "label": "Specialize Area",
    "format": "text"
  },
  "weburl": {
    "label": "Website URL",
    "format": "text"
  },
  "facebookurl": {
    "label": "Facebook URL",
    "format": "text"
  },
  "linkedinurl": {
    "label": "LinkedIn URL",
    "format": "text"
  },
  "zillowurl": {
    "label": "Zillow URL",
    "format": "text"
  },
  "description": {
    "label": "Description",
    "format": "text"
  },
  "review_text": {
    "label": "Review Text",
    "format": "text"
  },
  "user_type": {
    "label": "User Type",
    "format": "text"
  },
  "subscr_type": {
    "label": "Subscription Type",
    "format": "text"
  },
  "is_favorite": {
    "label": "Is Favorite",
    "format": "number"
  },
  "md5_user_id": {
    "label": "MD5 User ID",
    "format": "text"
  },
  "agent_ranking": {
    "label": "Agent Ranking",
    "format": "number"
  },
  "agent_name_alt": {
    "label": "Agent Name Alt",
    "format": "text"
  },
  "img_name": {
    "label": "Image Name",
    "format": "text"
  },
  "color": {
    "label": "Color",
    "format": "text"
  },
  "user_city_dir_url": {
    "label": "User City Directory URL",
    "format": "text"
  },
  "yelpurl": {
    "label": "Yelp URL",
    "format": "text"
  },
  "truliaurl": {
    "label": "Trulia URL",
    "format": "text"
  },
  "created_at": {
    "label": "Created At",
    "format": "text"
  },
  "ustate": {
    "label": "User State (Short)",
    "format": "text"
  },
  "ucity": {
    "label": "User City (Short)",
    "format": "text"
  },
  "ulat": {
    "label": "User Latitude",
    "format": "text"
  },
  "ulng": {
    "label": "User Longitude",
    "format": "text"
  },
  "distance": {
    "label": "Distance",
    "format": "number"
  },
  "profile_score": {
    "label": "Profile Score",
    "format": "number"
  },
  "search_lat_lng": {
    "label": "Search Lat Lng",
    "format": "text"
  },
  "service_area_option": {
    "label": "Service Area Option",
    "format": "text"
  },
  "desired_lead": {
    "label": "Desired Lead",
    "format": "text"
  },
  "specialize": {
    "label": "Specialize",
    "format": "text"
  },
  "lead_updated": {
    "label": "Lead Updated",
    "format": "number"
  },
  "total_duration": {
    "label": "Total Duration",
    "format": "text"
  },
  "on_market": {
    "label": "On Market",
    "format": "number"
  },
  "in_escrow": {
    "label": "In Escrow",
    "format": "text"
  },
  "completed": {
    "label": "Completed",
    "format": "text"
  },
  "transaction_completed_lead": {
    "label": "Transaction Completed Lead",
    "format": "number"
  },
  "user_rate": {
    "label": "User Rate",
    "format": "text"
  },
  "user_occupation": {
    "label": "User Occupation",
    "format": "text"
  },
  "sale_made": {
    "label": "Sale Made",
    "format": "number"
  },
  "transaction_completed_lead_ids": {
    "label": "Transaction Completed Lead IDs",
    "format": "text"
  },
  "sale_made_zip": {
    "label": "Sale Made Zip",
    "format": "text"
  },
  "auto_lead_accept": {
    "label": "Auto Lead Accept",
    "format": "text"
  },
  "lead_type": {
    "label": "Lead Type",
    "format": "text"
  },
  "city_count": {
    "label": "City Count",
    "format": "number"
  },
  "total_disputed": {
    "label": "Total Disputed",
    "format": "text"
  },
  "total_zipcodes": {
    "label": "Total Zipcodes",
    "format": "number"
  },
  "total_zipcodes_text": {
    "label": "Total Zipcodes Text",
    "format": "text"
  },
  "total_leads": {
    "label": "Total Leads",
    "format": "text"
  },
  "other_lang": {
    "label": "Other Language",
    "format": "text"
  },
  "sales_uploaded": {
    "label": "Sales Uploaded",
    "format": "number"
  },
  "sales_uploaded_city": {
    "label": "Sales Uploaded City",
    "format": "number"
  },
  "recent_transaction_history": {
    "label": "Recent Transaction History",
    "format": "number"
  },
  "search_city": {
    "label": "Search City",
    "format": "text"
  },
  "search_state": {
    "label": "Search State",
    "format": "text"
  },
  "trusted_pro_count": {
    "label": "Trusted Pro Count",
    "format": "number"
  },
  "show_transaction_history": {
    "label": "Show Transaction History",
    "format": "text"
  },
  "agent_profile_video": {
    "label": "Agent Profile Video",
    "format": "text"
  },
  "review_tags": {
    "label": "Review Tags",
    "format": "text"
  },
  "review_tags_arr": {
    "label": "Review Tags Array",
    "format": "text"
  },
  "user_review_tags": {
    "label": "User Review Tags",
    "format": "text"
  },
  "enable_message_button": {
    "label": "Enable Message Button",
    "format": "text"
  },
  "transaction_completed_city_year": {
    "label": "Transaction Completed City Year",
    "format": "number"
  },
  "license_data": {
    "label": "License Data",
    "format": "text"
  },
  "loan_types": {
    "label": "Loan Types",
    "format": "text"
  },
  "loans_offered": {
    "label": "Loans Offered",
    "format": "text"
  },
  "online_services": {
    "label": "Online Services",
    "format": "text"
  },
  "miles": {
    "label": "Miles",
    "format": "number"
  },
  "user_slug": {
    "label": "User Slug",
    "format": "text"
  },
  "has_properties": {
    "label": "Has Properties",
    "format": "text"
  },
  "properties_count": {
    "label": "Properties Count",
    "format": "number"
  },
  "total_like": {
    "label": "Total Like",
    "format": "number"
  }
}
```

## About this Actor

This example demonstrates how to use [FastExpert Agents Scraper - Low-cost💲🔥🏡🇺🇸](https://apify.com/delectable_incubator/fastexpert-agents-scraper-low-cost.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/delectable_incubator/fastexpert-agents-scraper-low-cost.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/delectable_incubator/fastexpert-agents-scraper-low-cost.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).