Realtor.Com Agents By Zip Code Scraper

Realtor.Com Agents By Zip Code Scraper

Realtor.Com Agents By Zip Code Scraper is a location-targeted data extraction tool that collects structured real estate agent information from Realtor.com by ZIP code. It solves the manual effort of browsing the Realtor.com agent directory by automating agent search, pagination, and profile detail retrieval. Built for marketers, developers, data analysts, and researchers, this realtor.com agent scraper by zip code enables scalable lead generation, local market research, and outreach automation across any list of ZIPs.

What data / output can you get?

The actor pushes one JSON record per agent to the Apify dataset. Each record contains the following fields:

Data type	Description	Example value
zip_code	Source ZIP code used to find the agent	"07101"
agent_name	Full name with agent type indicator (agent or non-realtor)	"Jane Smith, agent"
website	Agent’s Realtor.com profile URL (derived from fulfillment_id)	"https://www.realtor.com/realestateagents/123456"
email	Email field from profile (not provided by the API; will be null)	null
listing_count	Active for-sale listings count	7
sold_count	Recently sold annual count	18
office_phone	Office phone from office block or agent phones	"(973) 555-0123"
mobile_phones	Comma-separated list of mobile numbers from profile phones	"(973) 555-0456, (973) 555-0789"
areas_serviced	Comma-separated list of served area names	"Newark, Jersey City, Hoboken"
zip_codes_serviced	Placeholder for ZIPs served (not provided by the API; will be null)	null
office_company_name	Company name (prefers office.name, falls back to broker.name)	"ABC Realty Group"
company_website	Company website (prefers office.website, falls back to broker.website)	"https://www.abcrealtygroup.com"
review_count	Reviews count from ratings_reviews	25
agent_photo	Agent avatar URL	"https://ap.rdcpix.com/abcdef123.jpg"

Notes:

• Results can be exported from the Apify dataset in JSON, CSV, or Excel.
• Some fields may be null when not present on the public profile (for example, email and zip_codes_serviced are not returned by the API).

Key features

• 🔄 Smart proxy fallback (sticky residential) Automatically starts without a proxy and seamlessly falls back to datacenter proxy, then to residential proxy with retries. Once residential is used, the scraper sticks to it for stability—ideal for scrape realtor.com agents by zip code at scale.

• 📚 Paginated agent search by ZIP Uses Realtor.com’s search with offset/limit to collect agents in pages of 24 results, honoring your per-ZIP cap for real estate agent scraper by zip code workflows.

• ⚙️ Sortable results to match your goals Control sorting via sortOrder with options: RELEVANT_AGENTS, RATINGS_REVIEWS, MOST_SALES, MOST_RECENT_ACTIVITY, TESTIMONIALS_RECOMMENDATIONS—perfect for realtor.com agent search automation.

• 🧵 Concurrent profile detail extraction (batched) Fetches profile details in small batches for reliability, then merges and pushes enriched results—great for a realtor.com agent profiles scraper that balances speed and stability.

• 📊 Dataset-first outputs Structured records are pushed as they’re processed, so partial data becomes available immediately—ideal for realtor.com agent data extractor and analytics pipelines.

• 🔌 Developer friendly (Python + Apify SDK) Built with the Apify Python SDK and aiohttp—easy to integrate into your API-driven workflows or automation stacks as a realtor.com agent finder scraper.

• 🔐 No login required Collects publicly available agent and brokerage details from Realtor.com without authentication—a safe realtor.com agent scraping software approach.

• 📈 Production-minded resilience Robust retry logic, exponential backoff, proxy rotation, and jittered delays keep your realtor.com agent directory scraper jobs running reliably.

How to use Realtor.Com Agents By Zip Code Scraper - step by step

1. Sign up or log in to Apify Create a free Apify account to run the actor.

2. Open the actor Find “Realtor.Com Agents By Zip Code Scraper” in the Apify Store and click Try for free.

3. Add your input ZIP codes In the zipCodes field, paste one or more ZIP codes (e.g., ["07101", "00501"]). Bulk lists are supported for realtor.com agents list by zipcode campaigns.

4. Set limits and sorting

   • maxItemsPerZipcode controls how many agents to collect per ZIP (1–1000; default 100).
   • sortOrder lets you choose RELEVANT_AGENTS, RATINGS_REVIEWS, MOST_SALES, MOST_RECENT_ACTIVITY, or TESTIMONIALS_RECOMMENDATIONS.

5. Configure proxies (optional) Leave proxyConfiguration empty to start direct. If needed, enable Apify proxy; the actor will still auto-fallback to stronger proxies when required (great for a resilient realtor agent scraper by zipcode).

6. Run the actor Click Start. The actor searches agents by ZIP, paginates through results, fetches profile details concurrently, and streams structured records to the dataset.

7. Download your results Go to the Dataset tab and export to JSON, CSV, or Excel—ideal for CRM imports, analytics, and realtor.com lead scraper by zip workflows.

Pro Tip: Trigger runs via the Apify API and pipe results into your data warehouse or marketing automation to build a fully automated realtor.com agent contact info scraper pipeline.

Use cases

Use case name	Description
Lead generation agencies – hyperlocal agent lists	Build targeted lists from selected ZIPs, enriching outreach and conversion for local campaigns.
Brokerages – competitor intelligence	Analyze agents, listings, and review counts by ZIP to benchmark local performance.
Marketing teams – campaign targeting	Automate data collection for specific neighborhoods and export to CSV for email/sales tools.
Data analysts – market insights	Quantify listing and sales activity per area to spot trends and segment markets.
Startups – agent finder features	Power “find a realtor near me” experiences with a realtor.com agent finder scraper by ZIP.
Academic/industry researchers – regional studies	Study agent density and activity using structured datasets across multiple ZIPs.
Developers – API pipelines	Schedule actor runs via API and ETL results into BI stacks for automated reporting.

Why choose Realtor.Com Agents By Zip Code Scraper?

This tool combines precision, automation, and reliability for scalable agent data extraction from Realtor.com.

• 🎯 Accurate, structured data: Collects clean, schema-consistent records for analysis and enrichment.
• 🚀 Built for scale: Handles many ZIP codes with robust pagination and batching.
• 🧰 Developer access: Python-based actor with Apify SDK for easy CI/CD and programmatic control.
• 🔄 Resilient proxy strategy: Direct → datacenter → residential with sticky mode to minimize blocks.
• 💾 Flexible exports: Use Apify dataset exports (JSON, CSV, Excel) for downstream tools.
• 🔐 Ethical by design: Uses publicly available endpoints; no login or cookies required.
• 🏗️ Production-ready: Retry logic, exponential backoff, and immediate partial outputs reduce downtime.

Bottom line: a reliable realtor.com agent directory scraper that outperforms fragile, browser-based alternatives.

Is it legal / ethical to use Realtor.Com Agents By Zip Code Scraper?

Yes—when used responsibly. The actor accesses publicly available Realtor.com data and does not authenticate into private areas. Always:

• Respect website terms and robots directives.
• Collect only what you need and avoid excessive load.
• Comply with applicable regulations (e.g., GDPR, CCPA).
• Use the data ethically for research, analytics, and outreach.

For edge cases, consult your legal team to ensure compliance with your jurisdiction and use case.

Input parameters & output format

JSON input example

{
  "zipCodes": ["07101", "00501"],
  "maxItemsPerZipcode": 100,
  "sortOrder": "RELEVANT_AGENTS",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Parameter reference:

• zipCodes (array, required)

  • Description: Enter zip codes to scrape agents from (e.g., ['07101', '00501']). Supports bulk input for multiple locations!
  • Default: none (required)

• maxItemsPerZipcode (integer, optional)

  • Description: Maximum number of agents to extract per zip code.
  • Range: 1–1000
  • Default: 100

• sortOrder (string, optional)

  • Description: Choose how to sort the agent results.
  • Enum: RELEVANT_AGENTS, RATINGS_REVIEWS, MOST_SALES, MOST_RECENT_ACTIVITY, TESTIMONIALS_RECOMMENDATIONS
  • Default: RELEVANT_AGENTS

• proxyConfiguration (object, optional)

  • Description: Smart proxy management. Starts with no proxy by default; if requests are blocked, automatically falls back to datacenter, then residential with retries.
  • Default: none (optional; editor: proxy)

JSON output example

{
  "zip_code": "07101",
  "agent_name": "Jane Smith, agent",
  "website": "https://www.realtor.com/realestateagents/123456",
  "email": null,
  "listing_count": 7,
  "sold_count": 18,
  "office_phone": "(973) 555-0123",
  "mobile_phones": "(973) 555-0456, (973) 555-0789",
  "areas_serviced": "Newark, Jersey City, Hoboken",
  "zip_codes_serviced": null,
  "office_company_name": "ABC Realty Group",
  "company_website": "https://www.abcrealtygroup.com",
  "review_count": 25,
  "agent_photo": "https://ap.rdcpix.com/abcdef123.jpg"
}

Notes:

• email and zip_codes_serviced are not provided by the public API and will often be null.
• mobile_phones can be null if no mobile numbers are listed.

FAQ

Does this require a Realtor.com login?

No. It uses public endpoints and does not require authentication, making it a safe realtor.com agent scraping software option.

How many agents can I scrape per ZIP code?

You can set maxItemsPerZipcode between 1 and 1000. The actor paginates in batches of 24 agents per page until your limit or available results are reached.

What sorting options are supported?

You can use sortOrder with RELEVANT_AGENTS, RATINGS_REVIEWS, MOST_SALES, MOST_RECENT_ACTIVITY, or TESTIMONIALS_RECOMMENDATIONS to prioritize the agent list.

What data fields are included in the output?

Each record includes zip_code, agent_name, website, email, listing_count, sold_count, office_phone, mobile_phones, areas_serviced, zip_codes_serviced, office_company_name, company_website, review_count, and agent_photo.

Can I export to CSV or Excel?

Yes. Once the run finishes, open the Dataset and export results to JSON, CSV, or Excel for your CRM or analytics workflow.

How does the proxy system work?

The actor starts without a proxy and automatically falls back to a datacenter proxy, then a residential proxy with retries if requests are blocked or unstable. Once residential is used, it sticks to it for the rest of the run.

Is there a free trial?

Yes. The Apify listing includes trial minutes so you can test the scraper before subscribing. Refer to the actor’s pricing panel for current details.

Who is this tool best for?

Marketers, brokerages, data analysts, startups, and researchers who need a realtor.com agent search automation solution for building realtor.com agents list by zipcode, enrichment, or market analysis.

Final thoughts

Realtor.Com Agents By Zip Code Scraper is built to extract clean, structured agent data from Realtor.com by ZIP code at scale. With smart proxy fallback, reliable pagination, and concurrent profile enrichment, it delivers ready-to-use datasets for lead gen, market research, and apps. Whether you’re a marketer, developer, or analyst, you can run it from the UI or integrate via the Apify API to power realtor.com agent directory scraper workflows. Start extracting smarter, ZIP-targeted agent insights today.