Realtor Property Scraper - US Real Estate Listings Intelligence API

Realtor Property Scraper is a US real-estate listings intelligence API that extracts structured Realtor.com property records, MLS data, AVM valuations, and agent-contact signals across all 50 US states and 8 listing types in a single location/MLS-driven run. Realtor Property Scraper returns structured records per property, including MLS ID and status, AVM valuation, list price, price-cut history, days-on-market (DOM), bedrooms, bathrooms, square footage, lot size, year built, HOA fees, tax history, advertisers array (agent name/email/office/type), broker ID, nearby schools array, photo URL array, listing URL, and full address. Coverage spans for-sale, for-rent, sold, pending, off-market, new-community, ready-to-build, and other listings across all 50 US states. Built for US real-estate market research, MLS-grade investment analysis, agent-lead generation, AVM benchmarking, REI deal sourcing, PropTech CRM enrichment, and broker-intelligence pipelines. Up to 50,000 property records per run, with pay-per-result pricing at $0.0024 per record and no monthly minimum.

---

Why Choose This API

Structured Realtor.com MLS Intelligence for Real Estate Pipelines

🏠 7-Listing-Type Coverage Switch between for_sale, for_rent, sold, pending, off_market, new_community, and ready_to_build via the listing_type parameter — covering every US real estate market segment from active resale to new construction for comprehensive property intelligence.

💰 AVM Valuation Intelligence The current_estimates and estimates fields deliver Automated Valuation Model (AVM) data per property — including estimate value, high/low range, and estimate date for investment underwriting, portfolio valuation, and market benchmarking workflows.

📅 Price-Cut & Days-on-Market Signals The last_status_change_date, list_date, and pending_date fields enable days-on-market calculation and price event detection — building market velocity signals, listing freshness scores, and price reduction timeseries for real estate analytics.

👤 Agent & Broker Contact Intelligence The advertisers array captures agent name, email, type, and office data per listing — enabling agent lead enrichment, broker contact extraction, and real estate CRM pipeline population for market participant intelligence.

🗂️ MLS Status & Source Intelligence The mls_status and source fields capture the exact MLS status string and originating board ID — enabling cross-MLS deduplication, listing source attribution, and MLS data aggregation across Realtor.com's national coverage.

🏫 Nearby Schools & HOA Intelligence The nearby_schools and hoa fields deliver neighborhood context and ownership cost data per property — supporting school-district-level market segmentation, buyer persona targeting, and full cost-of-ownership analysis pipelines.

---

Quick Start Guide

How to Extract Realtor.com Property Data in 3 Steps

Step 1: Define Location and Listing Type

Enter any US location (ZIP, city, address, county, neighborhood, or full state name) and select the listing type.

Step 2: Configure and Run the Actor

Open Actor Input

Set location, listing type, optional date filter, optional property type, and max results. Click Start.

Step 3: Download Your Data

Export results as JSON or CSV, or access programmatically via the Apify dataset API.

---

Input Parameters

Configuration Fields

Parameter	Type	Required	Description	Example Values
location	string	✅	US location: ZIP, city, city+state, address, neighborhood, county, or state	"New York, NY", "10001", "Austin, TX", "Texas"
listing_type	select	✅	Listing market segment	"for_sale", "for_rent", "sold", "pending", "off_market", "new_community", "ready_to_build"
listed_since	date	❌	Filter by listing recency	"1 year", "6 months", absolute date
property_type	select	❌	Property style filter (leave empty for all)	"single_family", "condos", "multi_family", "land", "mobile"
max_results	integer	✅	Maximum property records to extract	50, 200, 1000

Example Input Configuration

{
  "location": "Austin, TX",
  "listing_type": "for_sale",
  "listed_since": "6 months",
  "property_type": ["single_family", "condos"],
  "max_results": 200
}

---

Output Data Schema

Complete Property Record Structure

Each extracted Realtor.com property record contains the following fields:

Open Actor Output

Core Property Fields

Field	Type	Description
processor	string	Apify actor URL that processed this record
processed_at	string	ISO 8601 timestamp (UTC) when scraped
cover_image	string	Primary listing image URL
listing_id	string	Unique listing identifier
property_id	string	Unique property identifier
href	string	Full listing URL on Realtor.com
permalink	string	Listing URL slug
list_price	number	Current listing price (USD)
list_price_min	number	Minimum price for range-priced listings
list_price_max	number	Maximum price for range-priced listings
price_per_sqft	number	Price per square foot (USD)
status	string	Listing status (for_sale, sold, etc.)
mls_status	string	Exact MLS status string
list_date	string	Date when first listed
last_sold_date	string	Most recent sale date
last_sold_price	number	Most recent sale price
last_status_change_date	string	Date of last status change
last_update_date	string	Date of last data update
pending_date	string	Date entered pending status
description	object	Property details (beds, baths, sqft, type, year built, text)
location	object	Full address, city, state, ZIP, county, coordinates
advertisers	array	Agent/broker name, email, type, office
current_estimates	array	AVM valuation estimates
estimates	object	Grouped AVM estimate data
details	array	Categorized listing facts (appliances, school info)
flags	object	Listing flags (pending, contingent, new construction)
hoa	object	HOA fee information
nearby_schools	object	Nearby school district data
photos	array	Photo gallery with image URLs
primary_photo	object	Primary listing photo
open_houses	array	Scheduled open house entries
tax_record	object	Tax record identifiers
tax_history	array	Historical tax and assessment data
parking	object	Parking details and availability
pet_policy	object	Pet allowance policy
tags	array	Feature and amenity tags
popularity	object	Clicks, views, saves, dwell time
monthly_fees	array	Recurring monthly fees
one_time_fees	array	One-time listing/rental fees
terms	array	Lease or listing terms
units	array	Unit-level data for multi-unit listings
source	object	MLS board ID and listing reference

Example JSON Output

{
  "processor": "https://apify.com/agentx/realtor-property-scraper?fpr=aiagentapi",
  "processed_at": "2026-05-01T10:30:00.000Z",
  "listing_id": "2983158636",
  "property_id": "1015318600",
  "list_price": 99900,
  "price_per_sqft": 131,
  "status": "for_sale",
  "mls_status": "Active",
  "description": {
    "type": "condos",
    "sqft": 761,
    "beds": 1,
    "baths_full": 1,
    "year_built": 1911
  },
  "location": {
    "address": {
      "line": "2083 NW Johnson St Apt 5",
      "city": "Portland",
      "state_code": "OR",
      "postal_code": "97209"
    }
  },
  "advertisers": [
    {
      "email": "agent@example.com",
      "type": "seller",
      "name": "Daniel M"
    }
  ]
}

Export Formats

• JSON - Complete structured data with all metadata
• CSV - Spreadsheet-compatible for BI and analytics tools
• API Access - Programmatic access via Apify Client SDK
• Cloud Storage - Automatic upload to Apify Dataset

---

Integration Examples

Actor ID for Platform Integration

eou9sUeDcGLZomwXL

Ⓜ️ Make.com Setup:

1. Login to Make.com (Get 1000 Free Credits)
2. Add module "Run an Actor"
3. Turn 'Map' on - right side of the 'Actor*'
4. Paste Actor ID - from above
5. Click the '⟳ Refresh' - left side of Map
6. Input JSON* - Modify the parameters as needed
7. Set "Run synchronously" to YES
8. Add module "Get Dataset Items" - receive the result
9. In Dataset ID* select defaultDatasetId

🎱 N8N.io Setup:

1. Add 'Run an Actor and get dataset' - from the apify node
2. Actor → By ID → Paste Actor ID - from above
3. Input JSON - Modify the parameters as needed

Python Integration Example

from apify_client import ApifyClient

client = ApifyClient('YOUR_API_TOKEN')

run_input = {
    "location": "Austin, TX",
    "listing_type": "for_sale",
    "max_results": 500
}

run = client.actor("eou9sUeDcGLZomwXL").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

JavaScript/Node.js Integration

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "YOUR_API_TOKEN" });

const input = {
  location: "Miami, FL",
  listing_type: "for_rent",
  max_results: 200,
};

const run = await client.actor("eou9sUeDcGLZomwXL").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();

items.forEach((item) => console.log(item));

JSON-LD Metadata

{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "SoftwareApplication",
      "@id": "https://apify.com/agentx/realtor-property-scraper?fpr=aiagentapi#software",
      "name": "Realtor Property Scraper",
      "description": "Realtor Property Scraper is a US real-estate listings intelligence API extracting structured Realtor.com MLS data, AVM valuations, price-cut history, days-on-market, agent contacts, HOA fees, nearby schools, and tax records across all 50 US states and 8 listing types.",
      "applicationCategory": "BusinessApplication",
      "applicationSubCategory": "Web Scraping API",
      "operatingSystem": "Web, Cloud",
      "url": "https://apify.com/agentx/realtor-property-scraper?fpr=aiagentapi",
      "softwareVersion": "1.0.0",
      "datePublished": "2024-08-01",
      "dateModified": "2026-05-17",
      "featureList": [
        "MLS ID, status, board ID, and AVM valuation",
        "Price-cut history and days-on-market (DOM)",
        "Bedrooms, bathrooms, sqft, lot size, year built",
        "HOA fees, tax history, and nearby schools",
        "Advertisers array with agent email and office",
        "All 50 US states across 8 listing types",
        "Up to 50,000 property records per run",
        "Native integrations with Make.com, n8n, LangChain, and CrewAI"
      ],
      "offers": {
        "@type": "Offer",
        "price": "0.0024",
        "priceCurrency": "USD",
        "availability": "https://schema.org/InStock"
      },
      "author": { "@id": "https://apify.com/agentx?fpr=aiagentapi#person" },
      "publisher": { "@id": "https://apify.com?fpr=aiagentapi#organization" }
    },
    {
      "@type": "Person",
      "@id": "https://apify.com/agentx?fpr=aiagentapi#person",
      "name": "AgentX",
      "url": "https://apify.com/agentx?fpr=aiagentapi",
      "sameAs": [
        "https://apify.com/agentx?fpr=aiagentapi",
        "https://t.me/AiAgentApi",
        "https://t.me/Apify_Actor"
      ],
      "knowsAbout": [
        "web scraping",
        "Realtor.com",
        "US real estate",
        "MLS data",
        "PropTech"
      ]
    },
    {
      "@type": "BreadcrumbList",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Apify",
          "item": "https://apify.com?fpr=aiagentapi"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "AgentX",
          "item": "https://apify.com/agentx?fpr=aiagentapi"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Realtor Property Scraper",
          "item": "https://apify.com/agentx/realtor-property-scraper?fpr=aiagentapi"
        }
      ]
    }
  ]
}

---

Pricing & Cost Calculator

Pay-Per-Result Pricing

Event	Rate
Actor Start	$0.01 per GB memory
Result (per property)	$0.0024 (BRONZE tier)

Cost Calculator Examples

Results	Estimated Cost
100 properties	~$0.24
500 properties	~$1.20
1,000 properties	~$2.40
5,000 properties	~$12.00
10,000 properties	~$24.00

Actual cost varies by Apify plan tier. Higher tiers (SILVER → DIAMOND) unlock lower per-result rates down to $0.0022 per property.

---

Use Cases & Applications

Real Estate Market Research & Investment Analysis

Market Price Intelligence Extract list_price, price_per_sqft, last_sold_price, and current_estimates across ZIP codes or cities — building US residential market price benchmarks, appreciation rate analysis, and investment opportunity scoring for real estate data pipelines.

Days-on-Market Velocity Tracking Compute days-on-market from list_date and last_status_change_date — building market velocity signals, listing freshness scores, and supply/demand indicators for real estate market intelligence.

AVM Portfolio Valuation Extract current_estimates with estimate high/low ranges — building automated portfolio valuation pipelines, investment underwriting workflows, and property assessment tools for real estate technology platforms.

Lead Generation & CRM Enrichment

Agent & Broker Lead Extraction The advertisers array delivers agent name, email, and office data per listing — enabling real estate agent lead generation, broker database building, and CRM pipeline enrichment for proptech platforms.

Sold Listing Lead Intelligence Target listing_type: "sold" to extract recently transacted properties and their agents — identifying active deal-making agents for market participation analysis and recent transaction lead sourcing.

Multi-State Investment Opportunity Scanning Run parallel location queries across states — building multi-state property opportunity datasets for institutional investors, portfolio managers, and real estate fund research operations.

---

FAQ

What US locations are supported?

All 50 US states. Accepted location formats include ZIP code, city, city+state (e.g., "Austin, TX"), full address, neighborhood, county, and full state name (e.g., "Texas").

What listing types are available?

for_sale, for_rent, sold, pending, off_market, new_community, other, and ready_to_build.

Does the actor extract agent contact details?

Yes — the advertisers array includes agent name, email, type (seller/buyer/listing), and office information per listing.

What property types can I filter by?

Single family, multi-family, apartment, condos, condo/townhome, townhomes, duplex/triplex, farm, land, and mobile.

How does this compare to Zillow For Sale Scraper?

Both provide US property intelligence. Use Zillow For Sale Scraper for Zillow-specific records, and this actor for Realtor.com MLS data — combine both for comprehensive US residential market coverage.

---

SEO Keywords & Search Terms

Primary Keywords

Realtor.com property scraper API, MLS data extraction API, US real estate data API, Realtor listing intelligence, property data pipeline, real estate lead generation API, Realtor.com listing scraper, MLS property API, US housing market data, real estate intelligence API

Long-Tail Keywords

how to extract Realtor.com property data programmatically, Realtor.com MLS data API, US real estate price history API, realtor agent contact extraction, AVM valuation data API, property days-on-market API, Realtor.com sold listings scraper, US property price per sqft API, real estate lead enrichment pipeline, all 50 states real estate data

Industry Terms

MLS data extraction API, AVM property valuation intelligence, real estate market velocity API, property listing status API, days-on-market data, agent contact intelligence, broker ID extraction, real estate CRM enrichment, HOA fee data API, US residential market data

Use Case Keywords

property investment data API, real estate lead pipeline, Realtor.com price monitor, sold listing intelligence, agent email extraction, multi-state property research, rental listing data API, real estate portfolio valuation, housing market analysis API, school district property data

---

Trust & Certifications

• ✅ Production-Grade Infrastructure — runs on the Apify cloud platform with managed proxy rotation and automatic retries
• ✅ GDPR & CCPA-Region Aligned — extracts only publicly available Realtor.com listings; no personal contact data retained beyond the run session
• ✅ Pay-Per-Result Billing — transparent $0.0024 per property with no monthly minimum or seat fees
• ✅ Continuously Maintained — schema and selector updates released as Realtor.com evolves

---

Legal & Compliance

Data Rights & Usage

All data extracted by this actor originates from publicly available Realtor.com listing data. Users are responsible for ensuring their use of extracted data complies with applicable laws, NAR/MLS data use policies, and Realtor.com terms of service.

Privacy Compliance

• GDPR: Compliant with EU GDPR for data processing workflows.
• CCPA: Compliant with California Consumer Privacy Act requirements.

Platform Terms of Service

Users must review and comply with Realtor.com and MLS data use terms when using extracted data.

Enterprise Support

For enterprise licensing, custom integrations, or compliance inquiries:

• Telegram: @AiAgentApi

---

Related Tools

Jobs & Hiring

• All Jobs Scraper - Multi-Platform Job Listings Intelligence API
• Glassdoor Hiring Scraper - Glassdoor Job Listings Intelligence API
• Glints Employer Data Extractor - Glints Employer Intelligence API
• Glints Jobs Data Extractor - Glints Job Listings Intelligence API
• Indeed Hiring Scraper - Indeed Job Listings Intelligence API
• JobStreet Employer Data Extractor - JobStreet Employer Intelligence API
• JobStreet Jobs Data Extractor - JobStreet Job Listings Intelligence API
• LinkedIn Hiring Scraper - LinkedIn Job Listings Intelligence API
• StepStone Employer Data Extractor - StepStone Employer Intelligence API
• StepStone Jobs Data Extractor - StepStone Job Listings Intelligence API

Social Media

• Instagram Creator Scraper - Instagram Creator Intelligence API
• Instagram Post Reel Scraper - Instagram Post & Reel Intelligence API
• Instagram Trending Scraper - Instagram Trending Content Intelligence API
• LinkedIn Company Scraper - LinkedIn Company Intelligence API
• LinkedIn Profile Scraper - LinkedIn Profile Intelligence API
• Medium Author Data Extractor - Medium Author Intelligence API
• Medium Content Data Extractor - Medium Content Intelligence API
• Reddit Author Scraper - Reddit Author Intelligence API
• Reddit Viral Scraper - Reddit Viral Content Intelligence API
• SubReddit Info Scraper - Subreddit Intelligence API
• Subreddit Member Scraper - Subreddit Member Intelligence API
• SubReddit Post Scraper - Subreddit Post Intelligence API
• Telegram Chat Scraper - Telegram Chat Intelligence API
• Telegram Group Inviter - Telegram Group Invitation API
• Telegram Info Scraper - Telegram Channel Intelligence API
• Telegram Member Scraper - Telegram Member Intelligence API
• Telegram Private Group Scraper - Telegram Private Group Intelligence API
• TikTok Creator Scraper - TikTok Creator Intelligence API
• Twitter Community Scraper - Twitter Community Intelligence API
• Twitter Info Scraper - Twitter Account Intelligence API
• YouTube Market Intelligence - YouTube Channel Intelligence API

Video & Transcript

• All Video Scraper - Multi-Platform Video Intelligence API
• Live Stream Transcript - Live Stream Transcript Intelligence API
• TikTok Live Downloader - TikTok Live Stream Download API
• TikTok Transcript - TikTok Video Transcript Intelligence API
• Video Caption Scraper - Multi-Platform Video Caption Extraction API
• Video to Social Post - Video to Social Post Generation API
• Video Transcript - Multi-Platform Video Transcript Intelligence API
• YouTube Transcript - YouTube Video Transcript Intelligence API

E-Commerce & Retail

• Amazon Product Data Extractor - Amazon Product Intelligence API
• Amazon Storefront Data Extractor - Amazon Storefront Intelligence API
• Argos Retail Data Extractor - Argos Product Intelligence API
• ASOS Product Catalog Extractor - ASOS Product Catalog Intelligence API
• eBay Marketplace Data Extractor - eBay Marketplace Intelligence API
• eBay Seller Leads API - eBay Seller Lead Intelligence API
• Flipkart Product Data Extractor - Flipkart Product Intelligence API
• John Lewis Retail Data Extractor - John Lewis Product Intelligence API
• Lidl Offers Data Extractor - Lidl Offers Intelligence API
• Magalu Product Data Extractor - Magalu Product Intelligence API
• MediaMarkt Product Data Extractor - MediaMarkt Product Intelligence API
• Mercado Livre Marketplace Data Extractor - Mercado Livre Marketplace Intelligence API
• Nykaa Product Data Extractor - Nykaa Product Intelligence API
• OTTO Product Data Extractor - OTTO Product Intelligence API
• Target Product Data Extractor - Target Product Intelligence API
• Walmart Product Data Extractor - Walmart Product Intelligence API

Classifieds & Automotive

• AutoTrader Dealer Leads API - AutoTrader Dealer Lead Intelligence API
• AutoTrader Vehicle Listings API - AutoTrader Vehicle Listings Intelligence API
• Cars.com Dealer Leads API - Cars.com Dealer Lead Intelligence API
• Cars.com Vehicle Listings API - Cars.com Vehicle Listings Intelligence API
• Kleinanzeigen Classifieds Data Extractor - Kleinanzeigen Classifieds Intelligence API
• Kleinanzeigen Seller Leads API - Kleinanzeigen Seller Lead Intelligence API
• OLX Classifieds Data Extractor - OLX Classifieds Intelligence API
• OLX Seller Leads API - OLX Seller Lead Intelligence API
• Webmotors Vehicle Listings API - Webmotors Vehicle Listings Intelligence API

Real Estate

• MagicBricks Builder Leads API - MagicBricks Builder Lead Intelligence API
• MagicBricks Property Data Extractor - MagicBricks Real Estate Data API
• Realtor Property Scraper - Realtor.com Property Listings Intelligence API
• Zillow For Sale Scraper - Zillow Property Listings Intelligence API

Business Intelligence & Reviews

• BBB Business Data Extractor - BBB Business Intelligence API
• BBB Reputation Data Extractor - BBB Reputation Intelligence API
• Google Maps Store Scraper - Google Maps Business Intelligence API
• Reclame Aqui Company Data Extractor - Reclame Aqui Company Intelligence API
• TradeIndia Product Data Extractor - TradeIndia Product Intelligence API
• TradeIndia Supplier Leads API - TradeIndia Supplier Lead Intelligence API
• Zomato Menu Data Extractor - Zomato Restaurant Menu Intelligence API
• Zomato Restaurant Data Extractor - Zomato Restaurant Search Intelligence API

Other

• Global Weather Scraper - Global Weather Intelligence API

---

Support & Community

• 👥 Community: @Apify_Actor
• 👤 Contact Team: @AiAgentApi

---

Last Updated: May 17, 2026