Realtor
Scraping Teardown
Find out everything you need to know to reliably scrape Realtor,
including scraping guides, Github Repos, proxy performance and more.
Realtor Web Scraping Overview
Realtor implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.
Scraping Summary
Realtor is a widely popular real-estate website that offers comprehensive information for buying, selling, and renting properties. A treasure for data enthusiasts, it offers voluminous data for scraping which include property details, price, location, size, and seller's information. However, Realtor uses stringent anti-scraping systems and frequently alters its webpage structure, which could obstruct web scraping. The properties data lie behind search queries, making it challenging to gain access and increasing the scraping complexity. Navigating this, a data scraper must likely use an evolving manner of scraping implementation. Considering the dynamic CSS and the fact that they use content spoofing to misguide scrapers, data parsing would be difficult and require an advanced level of web scraping tool or technique.
Subdomains
Best Realtor Proxies
Proxy statistics and optimal proxy providers for scraping Realtor. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.
Proxy API Providers
Compare the top proxy providers for scraping Realtor. See which providers offer the best performance, success rates, and value for your web scraping needs.
ScrapeOps Proxy API Aggregator
Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.
Compare multiple proxy providers side-by-side using the last 7 days of Realtor proxy performance data gathered with the ScrapeOps Proxy API Aggregator.
| Proxy Provider | Enabled Functionality | Cost/ Performance Score | Success Rate | Avg. Success Latency | API Credits | CPM | Provider Plan |
|---|---|---|---|---|---|---|---|
| ScrapeOps | Access all providers above through the ScrapeOps Proxy API Aggregator. We automatically match you to the best provider for each request. Learn more → | ||||||
| Scrapingdog | JS Rendering | 55.7 | 100% | 9.8s | 5 credits | $450 | Standard ($90/month) |
| Scrape.Do | Residential | 50.8 | 100% | 9.6s | 10 credits | $770 | Business ($99/month) |
| Zenscrape | Residential | 19.2 | 98% | 14.5s | 20 credits | $1,660 | Large ($249/month) |
| ScrapingBee | Ultra Premium | 7.2 | 93% | 41.5s | 75 credits | $5,625 | Business+ ($599/month) |
| ZenRows | ResidentialJS Rendering | 4.1 | 22% | 21.3s | 25 credits | $2,500 | Business ($299/month) |
| Scrapingfish | - | 2.4 | 98% | 11.8s | 36 credits | $72,000 | - |
| ScraperAPI | Ultra Premium | 0.0 | 82% | 1.1s | 30 credits | $0 | Enterprise (Custom) |
Residential Proxy Providers
Compare the top residential and mobile proxy providers for scraping Realtor. See which providers offer the best performance, success rates, and value for your web scraping needs.
ScrapeOps Residential Proxy Aggregator
Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.
Residential Proxy Performance Comparisons
We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Realtor.
Realtor Anti-Bots
Anti-scraping systems used by Realtor to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.
Cloudflare
Cloudflare provides CDN, cloud cybersecurity, and DDoS mitigation services. Bypassing Cloudflare's protections depends heavily on the which Cloudflare services the website has enabled and the settings they have them set to.
Akamai
Akamai Bot Manager is a bot detection and blocking system that is able to detect bad bots whilst leaving good bots through. Akamai Bot manager can be bypassed using a number of bypassing techniques.
PerimeterX
PerimeterX (now part of Human) is a anti-bot solution designed to detect and stop sophisticated bot attacks, fraud, and account abuse. Whislt it is sophisticated, PerimeterX can be reliably bypassed with the right bypassing techniques.
Realtor Data
Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.
Data Types
No data types found
Public APIs
API Description
Realtor provides a public API that offers access to extensive real estate data. The data includes detailed information about properties, transactions related to real estate, and location-specific data.This API is most beneficial for users seeking insights about the real estate market, such as property developers, investors, and researchers. A wide array of data related to the property market can be extracted and analyzed to glean useful insights.
Access Requirements
Access to the API requires subscription-based payment. You need to register on their website and select a suitable subscription plan.
API Data Available
Why People Use Web Scraping?
Although Realtor offers a public API that covers a broad range of property-related data, there might be situations where web scraping is utilized instead. The API might not cater to certain specific types of data required by developers.Another factor that might cause developers to turn to web scraping is the cost of API usage. While the API does provide a wealth of information, it requires a subscription-based payment which might not be affordable to all developers, thus making web scraping an attractive alternative.
Realtor Web Scraping Legality
Understand the legal considerations before scraping Realtor. Review the website's robots.txt file, terms & conditions, and any past lawsuits to assess the risks. Ensure compliance with applicable laws and minimize the chances of legal action.
Legality Review
Realtor.com's robots.txt file and Terms of Service illustrate a restrictive approach to automated access, marked by Disallow: / directives and a clear prohibition on scraping. Nevertheless, these documents primarily serve to establish the platform's expectations and don't necessarily enforce an absolute legal boundary to scraping accessible public pages. The rule remains consistent that as long as not violating access controls or logins, scraping public content can qualify as allowable in most jurisdictions.
True legal risk often arises when there's scraping involved behind logins, where handling personal information, or in instances of sidestepping access controls—all significantly represented in Realtor.com's case. Particularly relevant when an account exists, as users are then bound by the site's conditions, and any infringements could result in more rigorous legal action. While dealing with public pages, it's advisable to respect crawling limits, avoid fenced off sections, and process any personal or copyrighted material cautiously. Also, without a public API, possibilities of obtaining authorized access to data on Realtor.com are less.
Realtor Robots.txt
Does Realtor robot.txt permit web scraping?
Summary
The robots.txt file for realtor.com indicates a varied set of instructions for automated interaction with the website. Notably, there are multiple Disallow: / instructions applicable to common web scrapers, effectively limiting crawlers' access to some areas of the site. These directives appear to apply predominantly to all user agents, with only a limited number of exceptions specified for a few whitelisted bots.
Despite the restrictive directives, the file also features Allow: /for-sale and Allow: /config/ instructions, thereby providing some access to regular crawlers apart from the whitelisted ones. The presence of sitemap references, such as Sitemap: https://www.realtor.com/robots.txt, allows for guided exploration of the website. In essence, realtor.com's robots.txt file presents a mixed bag for general-purpose web scraping, facilitating limited access under certain conditions while also maintaining restrictions on significant portions of the website.
Realtor Terms & Conditions
Does Realtor Terms & Conditions permit web scraping?
Summary
The terms of service for Realtor.com explicitly prohibit scraping and automated access. The site's robots.txt includes the following statement:
LEGAL NOTICE: Per https://www.realtor.com's Terms of Service, scraping data from this website is unauthorized without the express written permission from Move, Inc.
This prohibition covers automated data extraction, crawling, and bots, and is presented as applicable to any user accessing the site, whether public or logged-in. The enforceability of this rule can be higher for users who have made accounts, but the notice is intended to apply universally.
Realtor.com does not offer a public API for accessing property listing data. The terms and ancillary notices warn that attempts to bypass protections such as logins, rate limits, or CAPTCHAs may lead to consequences including IP blocking, account suspension, or legal action. Unauthorized scraping of the website is not permitted under any standard conditions, with only written permission allowing exceptions.
Realtor Lawsuits
Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.
Lawsuits Summary
Realtor has been involved in 2 legal disputes related to web scraping, primarily targeting companies and individuals who scrape its product data, pricing information, and customer reviews without authorization.
Found 2 lawsuits
Zillow v. Scraping Companyunknown
Zillow filed a lawsuit against a web scraping service for extracting property data from its website without permission. The case revolves around whether Zillow's property listings, although publicly accessible, are protected under copyright laws.
Plaintiff
Zillow Inc.
Defendant
Scraping Company
Date filed
10 Jan 2024 - Ongoing
Legal Basis
More Links
Realtor v. Scraping Companyunknown
Realtor.com initiated legal action against a web scraping company for unauthorized data extraction from its platform. The scraped data included property listings, which are publicly accessible but protected under the site's terms of service.
Plaintiff
Realtor.com
Defendant
Scraping Company
Date filed
15 May 2023 - Ongoing
Legal Basis
More Links
Realtor Github Repos
Find the best open-source scrapers for Realtor on Github. Clone them and start scraping straight away.
Language
Code Level
Stars
realtor-scraper
realtor-scraper is a tool designed to extract comprehensive information regarding real estate agents that bypasses internal API restrictions. It organizes agent details, office locations, and sales data into an accessible database for analysis.
Page Types: User Profile, Category Page
1 year ago
mls-real-estate-scraper-for-realtor.ca
Realtor.ca API Wrapper and Scraper is a Python tool designed for scraping real estate listings from Realtor.ca. It allows users to easily retrieve property data and details for various Canadian locations.
Page Types: Real Estate Page, Real Estate List
2 years ago
car-scraper
CAR Scraper is a tool designed to extract Chicagoland real estate reports from the CAR website and convert them into spreadsheets. It allows users to generate monthly and yearly real estate statistics for analysis.
Page Types: Real Estate Page, Real Estate List
8 years ago
RealtorWebScraper
RealtorWebScraper is a tool that extracts contact information for realtors from Realtor.com based on specified city and state. It compiles names and phone numbers into a CSV file for easier access and organization.
Page Types: User Profile
2 years ago
realtorca_scraper
Realtor.ca Scraper is a tool designed for extracting data from real estate websites. It utilizes hidden APIs to scrape, clean, and store real estate data in PostgreSQL.
Page Types: Real Estate Page, Real Estate List
4 years ago
TitleFlex-Zillow-Realtor-scraper
TitleFlex Scraper is a tool designed to extract real estate property data that targets multiple property listing websites. It efficiently gathers information from platforms like TitleFlex, Zillow, and Realtor.
Page Types: Real Estate Page
4 years ago
Realtor-web-scraper
Realtor web scraper is a tool designed for automated rental apartment searches that extracts property information from realtor.ca. It sends search parameters through a POST request and processes the data into an easily readable format, while also allowing for customizable search options.
Page Types: Product Page, Category Page
5 years ago
Realtor Web Scraping Articles
Find the best web scraping articles for Realtor. Learn how to get started scraping Realtor.
Language
Code Level
How to scrape data from realtor.com | ScrapingBee
This tutorial shows how to scrape real estate data from realtor.com using Python and Selenium while evading bot detection. It provides detailed instructions on fetching search results, extracting property listings, and handling pagination.
1 min to read
scrapingbee.com
How to Scrape Realtor.com with Python [Code + Guide]
This tutorial guides readers on how to scrape property listing data from Realtor.com using Python and the ScraperAPI service. It provides a comprehensive code example that enables users to efficiently collect structured real estate data.
1 min to read
scraperapi.com
How To Scrape Realtor.com (3 Methods)
This article shows how to scrape Realtor.com to extract valuable real estate data that aids in market analysis and competitor tracking. It provides insights into methods for bypassing challenges such as bot detection while gathering information on property listings.
1 min to read
getmagical.com
Easy Web Scraping for Real Estate | Octoparse
This article explains how real estate scraping can enhance business performance by providing vital data for market analysis. It outlines methods to efficiently collect, customize, and utilize real estate data insights through scraping techniques.
1 min to read
octoparse.com
Realtor Web Scraping Videos
Find the best web scraping videos for Realtor. Learn how to get started scraping Realtor.
Language
Code Level
How to Scrape and Clean Real Estate Data in Excel & Google Chrome (EASY TUTORIAL)
This tutorial teaches viewers how to scrape and clean real estate data using Excel and Google Chrome. It covers the process of extracting data from websites and organizing it for analysis, making it suitable for both beginners and professionals.
1 year ago
How to Scrape Real Estate Agent Data from Realtor.com for FREE [Step by Step Guide]
This tutorial teaches how to extract real estate agent names and phone numbers from websites like Realtor.com and Zillow using the Insta Data Scraper Chrome extension. Viewers will learn how to automate the scraping process and export data into a CSV file for CRM integration, all without coding skills.
1 year ago
How to Easily Scrape Real Estate Agent Data for FREE [Step-by-Step Guide]
This tutorial demonstrates how to extract thousands of real estate agent names and contact information from websites like Zillow, Realtor.com, and Homes.com using the Insta Data Scraper extension for Google Chrome. It covers setting up the extension, automating the data extraction process, and exporting the results into a CSV file for CRM use.
1 year ago
How To Build An Agent List with Ai - Stop Scraping Realtor.com Manually!
This tutorial teaches you how to use Browse AI to efficiently scrape realtor listings, eliminating the need for manual data collection. The video demonstrates the process of setting up the scraping task and extracting relevant information quickly.
1 year ago
No-Code Realtor.com API Data Scraping with HAR Files
This tutorial teaches viewers how to scrape data from the Realtor.com API by recording network traffic as they browse the website. It walks through exporting and parsing a HAR file to access real estate market data while adhering to the site's Terms of Service.
1 year ago
Python Web Scraping Real Estate Data For FREE
This tutorial teaches how to use the HomeHarvest Python library to download real estate data for free. It covers specific methods and techniques for effectively scraping real estate information from various sources.
1 year ago
How to Web Scrape Real Estate Websites in 2022
This tutorial teaches viewers how to scrape real estate data using various methods, including utilizing APIs and hiring services from platforms like Fiverr. The video provides insights into tools for effective data collection and highlights the importance of understanding blockers that may arise during the scraping process.
3 years ago