Realtor Agents Scraper

Extract comprehensive real estate agent data from Realtor.com search results at scale. Collect agent profiles, ratings, listing activity, broker details, and sales history across any U.S. market. Built for lead generation, market research, and competitive intelligence workflows.

Features

• Agent profile extraction - Collect agent IDs, names, profile URLs, avatar images, and broker fulfillment IDs.
• Performance signals - Capture ratings, review counts, testimonials, and sorting weight for prioritization.
• Sales activity tracking - Get for-sale counts, recent sales volume, price ranges, and last listing dates.
• Full pricing data - Annual min/max prices, formatted price ranges, and individual listing price details.
• Service breakdowns - Buyer and seller services listed individually per agent.
• Recent sales preview - Thumbnails of recently sold listings with beds, baths, city, and photo URLs.
• Flexible pagination - Control how many pages and results to collect per run.
• Proxy support - Works with Apify proxy for reliable access at scale.

Use Cases

Agent Prospecting

Build targeted lists of active agents in specific cities. Use ratings, review counts, and sales activity to qualify leads and prioritize outreach efforts.

Brokerage Intelligence

Track broker and office visibility across local markets. Compare which brokerages dominate agent search results in different cities and intent categories.

Market Coverage Analysis

Measure agent density by location and intent type. Identify high-competition markets and underserved areas for strategic planning.

CRM Enrichment

Feed structured agent records into CRMs and sales workflows. Keep prospect data fresh with scheduled runs and export to your preferred format.

Competitive Research

Monitor agent populations, pricing ranges, and service offerings across competing brokerages in target markets.

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Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	New York default	Direct Realtor.com agents search URL. Intent, sort, and agent type are parsed from the URL path.
results_wanted	Integer	No	20	Maximum number of agent records to save.
max_pages	Integer	No	3	Maximum paginated result pages to visit per start URL.
proxyConfiguration	Object	No	{}	Apify proxy configuration for higher reliability during large runs.

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Output Data

Each dataset item contains the following fields:

Field	Type	Description
agent_id	String	Unique Realtor.com agent identifier.
profile_url	String	Full agent profile URL.
full_name	String	Agent full name.
broker_name	String	Brokerage name.
broker_fulfillment_id	String	Broker internal fulfillment identifier.
office_name	String	Office or agency name.
avatar_url	String	Agent avatar photo URL.
is_realtor	Boolean	Whether the agent holds REALTOR membership.
is_paid	Boolean	Whether the agent has paid placement.
display_ratings	Boolean	Whether ratings are displayed on the profile.
average_rating	Number	Average customer rating.
reviews_count	Integer	Total number of reviews.
testimonials_count	Integer	Total recommendation count.
fulfillment_id	String	Agent fulfillment identifier.
sorting_weight	Integer	Search result sorting weight.
annual_min_price	Number	Lowest price in annual combined range.
annual_max_price	Number	Highest price in annual combined range.
annual_price_range	String	Formatted price range string.
for_sale_count	Integer	Current for-sale listings count.
for_sale_min_price	Number	Lowest for-sale listing price.
for_sale_max_price	Number	Highest for-sale listing price.
last_listing_date	String	ISO date of most recent listing.
recent_sales_count_12m	Integer	Number of sales in the last 12 months.
show_additional_recent_sales	Boolean	Whether more recent sales are available beyond the preview.
buyer_services	Array	List of buyer-side services offered.
seller_services	Array	List of seller-side services offered.
recent_sales_preview	Array	Recent sale snapshots with beds, baths, city, state, and photo URL.
location_slug	String	Location segment from the input URL.
intent	String	Search intent (buy, sell, both).
sort_by	String	Sort mode from the input URL.
rank_overall	Integer	Position in the paginated output stream.
scraped_at	String	ISO timestamp of when the record was scraped.

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Usage Examples

Basic City Run

Collect 20 buyer agents from New York:

{
  "startUrl": "https://www.realtor.com/realestateagents/new-york_ny/intent-buy/sort-relevantagents/agenttype-all/pg-1",
  "results_wanted": 20,
  "max_pages": 3
}

Seller-Focused Search

Find top realtor agents in Miami for seller intent:

{
  "startUrl": "https://www.realtor.com/realestateagents/miami_fl/intent-sell/sort-relevantagents/agenttype-realtors/pg-1",
  "results_wanted": 50,
  "max_pages": 5
}

Large-Scale Market Pull

Collect 200 agents across multiple pages from Chicago:

{
  "startUrl": "https://www.realtor.com/realestateagents/chicago_il/intent-buy/sort-relevantagents/agenttype-all/pg-1",
  "results_wanted": 200,
  "max_pages": 10
}

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Sample Output

{
  "agent_id": "56bce3477e54f7010021e4a5",
  "profile_url": "https://www.realtor.com/realestateagents/56bce3477e54f7010021e4a5",
  "full_name": "Vasilis Kokoris",
  "broker_name": "Compass - Broker",
  "broker_fulfillment_id": "2107942",
  "office_name": "Compass",
  "avatar_url": "https://ap.rdcpix.com/acfb986efc7860e7ef7b819d4b5372adr-c2867483630rd-w144_h144.jpg",
  "is_realtor": true,
  "is_paid": true,
  "display_ratings": true,
  "average_rating": 5,
  "reviews_count": 35,
  "testimonials_count": 144,
  "fulfillment_id": "573038",
  "sorting_weight": 80,
  "annual_min_price": 180000,
  "annual_max_price": 1749000,
  "annual_price_range": "$180,000 - $1,749,000",
  "for_sale_count": 16,
  "for_sale_min_price": 225000,
  "for_sale_max_price": 1749000,
  "last_listing_date": "2026-06-26T18:01:43Z",
  "recent_sales_count_12m": 42,
  "show_additional_recent_sales": true,
  "buyer_services": [
    "Personalized neighborhood guidance",
    "Access to market insights",
    "Early access to new listings",
    "Persuasive offer proposals",
    "Home inspection support",
    "Pre-approval assistance",
    "Lender referrals",
    "Other professional network referrals"
  ],
  "seller_services": [
    "Open houses",
    "Professional photography",
    "Home staging",
    "Your own website",
    "Postcards and flyers",
    "Comparative market analysis"
  ],
  "recent_sales_preview": [
    {
      "city": "East Elmhurst",
      "state_code": "NY",
      "beds": 1,
      "baths": 1,
      "photo": "https://ap.rdcpix.com/ba60d17b2cc0a155338a9849860c8253l-m420876391rd-w100_h67.jpg"
    }
  ],
  "location_slug": "new-york_ny",
  "intent": "buy",
  "sort_by": "relevantagents",
  "rank_overall": 1,
  "scraped_at": "2026-07-17T12:09:57.371Z"
}

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Tips for Best Results

Use Stable Search URLs

• Start from exact Realtor.com agents search result URLs.
• Verify the URL works in a browser before running the scraper.
• The scraper parses intent, sort, agent type, and page from the URL path.

Tune Result Limits

• Use results_wanted: 20 and max_pages: 2 to validate quickly.
• Increase gradually for production jobs as needed.
• Larger result counts take more time but return more complete datasets.

Use Proxy Configuration

• Enable Apify proxy for consistent access during large runs.
• Default proxy configuration works well for moderate collection volumes.
• No proxy is required for small test runs.

Understand URL Parameters

• Use intent-buy, intent-sell, or intent-both to filter by client intent.
• Use agenttype-all for broadest coverage or agenttype-realtors for REALTOR members only.
• The sort-relevantagents segment controls result ordering.

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Integrations

Connect your dataset with:

• Google Sheets - Share and review agent lists in spreadsheets.
• Airtable - Build searchable directories and outreach pipelines.
• HubSpot - Sync agent leads directly into CRM workflows.
• Make - Automate post-processing and data enrichment.
• Zapier - Trigger notifications or downstream actions.
• Webhooks - Send results to custom endpoints in real time.

Export Formats

• JSON - Developer-friendly structured output for APIs.
• CSV - Spreadsheet and business intelligence workflows.
• Excel - Reporting and operations team handoffs.
• XML - Legacy system and enterprise integrations.

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Frequently Asked Questions

How many agents can I collect per run?

You can collect as many agents as the available search results allow. The results_wanted parameter caps the total, and max_pages limits how many pages the scraper visits.

Can I scrape multiple cities in one run?

Run one city per start URL. Use multiple scheduled tasks for multi-city collection.

Why are some fields missing from certain records?

Some agents do not publish every metric. The scraper omits empty values to keep records clean and focused.

Can I target buyer-only or seller-only agents?

Yes. Use intent-buy, intent-sell, or intent-both in your start URL to filter by client intent.

Do I need a proxy for every run?

Not always, but proxy usage improves reliability for larger or repeated runs on the same market.

What sort options are available?

The scraper supports sort-relevantagents for relevance sorting and sort-recentagents for recency-based ordering.

How does pagination work?

The scraper reads the page number from the URL and increments automatically. It stops when it reaches max_pages or runs out of results.

Can I export the data to my CRM?

Yes. Download the dataset as CSV or JSON and import it into any CRM that supports those formats.

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Support

For issues or feature requests, contact support through the Apify Console issue channel for this actor.

Resources

• Apify Documentation
• Apify API Reference
• Apify Schedules
• Apify Proxy

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Legal Notice

This actor is intended for lawful data collection and research workflows. You are responsible for complying with Realtor.com terms of service and all applicable laws and regulations in your jurisdiction.