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Realtor Property Data Scraper API

XCrawl's Realtor Property Data Scraper API delivers a powerful property data API for extracting structured real estate datasets from Realtor.com listings. Our advanced crawler properties bypass parsing hurdles, dynamic loading, and rate limits, providing clean JSON responses for seamless backend integration and analysis.

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What Can You Build With Realtor Property Data Scraper API Scraper?

Harness the property data API to build real-time market monitoring tools tracking price fluctuations across regions, develop investment platforms analyzing comprehensive property datasets for valuation insights, and create competitor dashboards scraping crawler properties for agent performance and listing trends in the real estate sector.

XCrawl

Real-Time Property Datasets

Access fresh property data API feeds in structured JSON format, perfect for Python scripts or Node.js apps analyzing real estate trends without manual parsing.

XCrawl

Scalable Crawler Properties

Deploy high-volume crawler properties that handle millions of listings daily, delivering reliable dataset property outputs with 99.9% success rates.

XCrawl

Easy API Integration

RESTful endpoints for property data API calls return comprehensive JSON datasets, supporting async requests for efficient data pipeline automation.

XCrawl

Export-Ready Datasets

Transform scraped crawler properties into downloadable property datasets in JSON, CSV, or Excel, ready for BI tools like Tableau or Power BI.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Realtor Property Data Scraper API Scrapers

Access the most commonly used Realtor Property Data Scraper API data types — fully structured, consistently formatted, and production-ready.

Property Data API

Retrieve detailed specs from individual Realtor property pages via simple API calls.

Scraping method:
  • listing_id
  • address
  • price
  • bedrooms
  • bathrooms
  • square_feet
  • year_built
  • description

Crawler Properties

Scrape search results and category listings for bulk property data extraction.

Scraping method:
  • property_url
  • thumbnail_url
  • price_range
  • location
  • status
  • days_on_market
  • agent_id

Dataset Property Listings

Compile large-scale datasets from Realtor searches for market analysis.

Scraping method:
  • mls_id
  • zpid
  • street_address
  • city
  • state
  • zip_code
  • lot_size
  • property_type

Property Search Results

Extract paginated results from keyword-based property searches.

Scraping method:
  • search_query
  • total_results
  • property_title
  • estimated_value
  • listing_date
  • open_house

Pricing History Crawler

Fetch historical price changes and trends for properties.

Scraping method:
  • price_history
  • last_sold_price
  • last_sold_date
  • price_change_percent
  • tax_history

Agent Seller Data

Gather agent profiles and seller information linked to listings.

Scraping method:
  • agent_name
  • agency
  • phone
  • email
  • ratings
  • sales_volume
  • properties_sold

Realtor Property Data Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our RESTful property data API into your backend for automated crawler properties access.

  • XCrawl
    Python Integration
    Use our Python SDK for async property data API calls to fetch dataset property in seconds.
  • XCrawl
    Node.js Compatibility
    Leverage Node.js libraries for high-throughput crawler properties scraping with JSON outputs.
  • XCrawl
    Custom Webhooks
    Set up webhooks for real-time dataset property delivery post-scrape completion.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Configure scrapers visually in our dashboard for no-code property data API usage.

  • XCrawl
    Visual Property Selector
    Point-and-click to select crawler properties fields without writing code.
  • XCrawl
    Automated Scheduling
    Schedule recurring dataset property extractions on daily or weekly cadences.
  • XCrawl
    CSV/Excel Exports
    Directly download property data API results in spreadsheet formats for easy sharing.

Code examples

Retrieve Realtor Property Data Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Realtor Property Data Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

XCrawl's property data API transformed our real estate pipeline—fast, accurate datasets every time.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Reliable crawler properties integration saved us months of dev time on market analysis tools.

Sarah Kim
Sarah Kim
CTO, PropTech
★★★★★
5.0

The dataset property quality is unmatched; perfect for our investment tracking dashboards.

Mike Thompson
Mike Thompson
Real Estate Analyst
★★★★★
4.8

Easy property data API setup with Python—handles scale without breaking a sweat.

Emma Lopez
Emma Lopez
Backend Developer
★★★★★
5.0

Crawler properties deliver fresh data daily, powering our competitive real estate insights.

David Chen
David Chen
Growth Manager
★★★★★
4.9

Structured JSON from the property data API accelerates our ML models for pricing predictions.

Lisa Patel
Lisa Patel
Data Scientist
★★★★★
5.0

Outstanding dataset property exports—CSV ready for instant BI visualization.

Robert Hayes
Robert Hayes
Product Lead
★★★★★
4.7

Scalable crawler properties with zero downtime; ideal for our high-volume scrapes.

Jennifer Wu
Jennifer Wu
DevOps Engineer
★★★★★
5.0

Property data API provides the depth we need for comprehensive real estate reports.

Carlos Mendoza
Carlos Mendoza
Market Researcher
★★★★★
4.9

Quick integration and top-tier dataset property accuracy fueled our MVP launch.

Anna Novak
Anna Novak
Founder, Startup
★★★★★
5.0

XCrawl's property data API transformed our real estate pipeline—fast, accurate datasets every time.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Reliable crawler properties integration saved us months of dev time on market analysis tools.

Sarah Kim
Sarah Kim
CTO, PropTech
★★★★★
5.0

The dataset property quality is unmatched; perfect for our investment tracking dashboards.

Mike Thompson
Mike Thompson
Real Estate Analyst
★★★★★
4.8

Easy property data API setup with Python—handles scale without breaking a sweat.

Emma Lopez
Emma Lopez
Backend Developer
★★★★★
5.0

Crawler properties deliver fresh data daily, powering our competitive real estate insights.

David Chen
David Chen
Growth Manager
★★★★★
4.9

Structured JSON from the property data API accelerates our ML models for pricing predictions.

Lisa Patel
Lisa Patel
Data Scientist
★★★★★
5.0

Outstanding dataset property exports—CSV ready for instant BI visualization.

Robert Hayes
Robert Hayes
Product Lead
★★★★★
4.7

Scalable crawler properties with zero downtime; ideal for our high-volume scrapes.

Jennifer Wu
Jennifer Wu
DevOps Engineer
★★★★★
5.0

Property data API provides the depth we need for comprehensive real estate reports.

Carlos Mendoza
Carlos Mendoza
Market Researcher
★★★★★
4.9

Quick integration and top-tier dataset property accuracy fueled our MVP launch.

Anna Novak
Anna Novak
Founder, Startup
★★★★★
5.0

XCrawl's property data API transformed our real estate pipeline—fast, accurate datasets every time.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Reliable crawler properties integration saved us months of dev time on market analysis tools.

Sarah Kim
Sarah Kim
CTO, PropTech
★★★★★
5.0

The dataset property quality is unmatched; perfect for our investment tracking dashboards.

Mike Thompson
Mike Thompson
Real Estate Analyst
★★★★★
4.8

Easy property data API setup with Python—handles scale without breaking a sweat.

Emma Lopez
Emma Lopez
Backend Developer
★★★★★
5.0

Crawler properties deliver fresh data daily, powering our competitive real estate insights.

David Chen
David Chen
Growth Manager
★★★★★
4.9

Structured JSON from the property data API accelerates our ML models for pricing predictions.

Lisa Patel
Lisa Patel
Data Scientist
★★★★★
5.0

Outstanding dataset property exports—CSV ready for instant BI visualization.

Robert Hayes
Robert Hayes
Product Lead
★★★★★
4.7

Scalable crawler properties with zero downtime; ideal for our high-volume scrapes.

Jennifer Wu
Jennifer Wu
DevOps Engineer
★★★★★
5.0

Property data API provides the depth we need for comprehensive real estate reports.

Carlos Mendoza
Carlos Mendoza
Market Researcher
★★★★★
4.9

Quick integration and top-tier dataset property accuracy fueled our MVP launch.

Anna Novak
Anna Novak
Founder, Startup
★★★★★
5.0

XCrawl's property data API transformed our real estate pipeline—fast, accurate datasets every time.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

Reliable crawler properties integration saved us months of dev time on market analysis tools.

Sarah Kim
Sarah Kim
CTO, PropTech
★★★★★
5.0

The dataset property quality is unmatched; perfect for our investment tracking dashboards.

Mike Thompson
Mike Thompson
Real Estate Analyst
★★★★★
4.8

Easy property data API setup with Python—handles scale without breaking a sweat.

Emma Lopez
Emma Lopez
Backend Developer
★★★★★
5.0

Crawler properties deliver fresh data daily, powering our competitive real estate insights.

David Chen
David Chen
Growth Manager
★★★★★
4.9

Structured JSON from the property data API accelerates our ML models for pricing predictions.

Lisa Patel
Lisa Patel
Data Scientist
★★★★★
5.0

Outstanding dataset property exports—CSV ready for instant BI visualization.

Robert Hayes
Robert Hayes
Product Lead
★★★★★
4.7

Scalable crawler properties with zero downtime; ideal for our high-volume scrapes.

Jennifer Wu
Jennifer Wu
DevOps Engineer
★★★★★
5.0

Property data API provides the depth we need for comprehensive real estate reports.

Carlos Mendoza
Carlos Mendoza
Market Researcher
★★★★★
4.9

Quick integration and top-tier dataset property accuracy fueled our MVP launch.

Anna Novak
Anna Novak
Founder, Startup
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Realtor Property Data Scraper API architecture work?
Our cloud-based crawler properties fetch public Realtor pages using headless browsers, parse content into JSON via property data API endpoints, and deliver structured dataset property with built-in validation.
What factors determine the pricing model?
Pricing is based on API credits consumed per request volume, data fields extracted, scrape frequency, and output format—offering pay-as-you-go for property data API usage.
What is the data coverage and any limitations?
Covers major US Realtor listings including details, pricing, and agents; limitations include no private data, potential gaps in niche markets, and adherence to site changes.
Is the scraping legal and compliant?
We only access publicly available data from Realtor.com, respecting robots.txt and terms; always consult legal advice for your property data API usage.
What integration support is available?
Full docs, Python/Node.js SDKs, REST examples, and priority support for property data API setup, plus webhook configs for real-time dataset property delivery.

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