Realtor - property listings scraper
Overview
The Realtor property listings scraper is a prebuilt sitemap designed to extract structured property listing data from realtor.com search result pages. It starts from search URLs, automatically navigates pagination, discovers property listings, and extracts detailed property information from each listing page. This sitemap extracts property listing details directly from Realtor search results.
This scraper extracts property data, including listing URL, listing ID, property ID, price, currency, listing status, availability, property type, location, latitude, longitude, number of bedrooms, number of bathrooms, property size in square feet, lot size, price per square foot, year built, amenities, images, agent name, agent ID, agent phone number, agent email, provided by, managed by, brokered by, and pagination reference. The extracted data can be exported in structured formats such as CSV, Excel, or JSON, allowing it to be analysed, stored, or integrated into existing systems and workflows.
Realtor listings scraping is commonly used for lead generation, investment research and analysis, market trend monitoring, and market intelligence. This allows businesses and analysts to identify property opportunities, track real estate market activity, analyse pricing trends, and maintain structured property listing datasets over time.
This sitemap is preconfigured and ready to use with Web Scraper Cloud. You only need to provide Realtor search result URLs, and the scraper will automatically navigate listing pages and extract the defined property listing attributes.
Scrape realtor.com property listing data. As start URLs provide:
- search links
Limits
Listing pagination relies on dynamic JavaScript execution and is subject to the Web Scraper Cloud 10-minute continuous JavaScript execution limit.
Sitemap use cases
- Investment Research and Analysis
- Market Trend Monitoring
- Automated Valuation Models (AVMs)
- Lead Generation
- Competitive Benchmarking
Input
Realtor.com product search result pages, for example:
Output (26 data points)
Sample data
| web_scraper_start_url | listing_url | price | currency | listing_status | listing_id | property_id | availability | property_type | location | latitude | longitude | bedrooms | bathrooms | size_sqft | size_lot | price_per_sqft | year_built | amenities | images | agent_name | agent_id | agent_phone | agent_email | provided_by | managed_by | brokered_by |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| https://www.realtor.com/apartments/Springfield_IL | https://www.realtor.com/rentals/details/3101-Twin-Lakes-Dr-Apt-8_Springfield_IL_62707_M94553-59559?from=srp-list-card | 900/mo | usd | For rent | 2980091608 | 9455359559 | Available today | Single Family | 3101 Twin Lakes Dr Apt 8, Springfield, IL 62707 | 39.843506 | -89.608841 | 1 | 1 | Pet friendly Dishwasher Central heat On site maintenance | https://ap.rdcpix.com/9516b0b10cba4241bafc2fea9b5c3137l-m3424082200rd-w2048_h1536.jpg | Daniel Nika | CA3383 | 2179713383 | danielrnika@gmail.com | The Real Estate Group Inc. | ||||||
| https://www.realtor.com/apartments/Springfield_IL | https://www.realtor.com/rentals/details/6412-Stonehaven-Rdg_Springfield_IL_62711_M79396-18465?from=srp-list-card | 4200/mo | usd | For rent | 2992678572 | 7939618465 | Jun 01 | Single Family | 6412 Stonehaven Rdg, Springfield, IL 62711 | 39.703636 | -89.695532 | 4 | 3.5+ | Basement Hardwood floors Garage Central air Dishwasher Multi-story | https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m4256331210rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2121126005rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m4017279831rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m595116464rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2919489905rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m136378977rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m4243905213rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m3176262091rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m3664157777rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1995931956rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m763079840rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m3470768049rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1098762789rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2882618586rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1334668780rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1684205912rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1955767396rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m962167762rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m717610375rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2268804841rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2899733662rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1608259872rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m3404210609rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2243317659rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1647733556rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m155232828rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1536463682rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1951758875rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2680521524rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1276021386rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1652317010rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2068032114rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m1256438564rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2535404784rd-w2048_h1536.jpg https://ap.rdcpix.com/c01dc2abecfcba8e473f4535de52a5b7l-m2098241827rd-w2048_h1536.jpg | Stephanie Hurrelbrink-Danna | CA7755 | 2177207755 | sdanna@lolpmmgt.com | The Real Estate Group Inc. | ||||||
| https://www.realtor.com/apartments/Springfield_IL | https://www.realtor.com/rentals/details/333-S-Douglas-Ave-Apt-3_Springfield_IL_62704_M94052-91245?from=srp-list-card | 625/mo | usd | For rent | 2992604175 | 9405291245 | May 01 | Apartment | 333 S Douglas Ave Apt 3, Springfield, IL 62704 | 39.798141 | -89.670898 | 1 | 1 | Hardwood floors Garage Multi-story Washer/Dryer | https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m3856756857rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m1584325999rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m756411778rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m499049428rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m2546898698rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m1798290837rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m3922521990rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m899570832rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m2616271769rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m929648458rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m1593348629rd-w2048_h1536.jpg https://ap.rdcpix.com/ab5d936403ad4e5f63f0a80057384365l-m2728280428rd-w2048_h1536.jpg | Julie Davis | CA8705 | 2178363123 | juliedavis0309@gmail.com | The Real Estate Group Inc. | ||||||
| https://www.realtor.com/apartments/Springfield_IL | https://www.realtor.com/rentals/details/1704-Tern-Pl_Springfield_IL_62711_M71396-67743?from=srp-list-card | 2400/mo | usd | For rent | 2992219487 | 7139667743 | Available today | Multi Family | 1704 Tern Dr, Springfield, IL 62711 | 39.777121 | -89.742827 | 2 | 3 | Scenic views Pet friendly Basement Garage Central air Single story | https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m818239673rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m346709441rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2818742074rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m556159088rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m3831127841rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m3159609604rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2297162814rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m490103112rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2749140067rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m3137936481rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2203661431rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1707730958rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m416066805rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2210815841rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1194969141rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2367004237rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m3758876586rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1974830675rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1645820672rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m3848735rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2934872915rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1289301032rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1439430709rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1205148890rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m3513361278rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m1799278296rd-w2048_h1536.jpg https://ap.rdcpix.com/6b2b4365bd6b79a6a3764b355ac8e4bbl-m2792559479rd-w2048_h1536.jpg | Brenna Jeffers | CA1555 | 2174161555 | brennajeffers@realtor.com | The Real Estate Group Inc. | ||||||
| https://www.realtor.com/apartments/Springfield_IL | https://www.realtor.com/rentals/details/1001-S-1st-St-Apt-4_Springfield_IL_62704_M97572-92269?from=srp-list-card | 925/mo | usd | For rent | 2992594880 | 9757292269 | Available today | Apartment | 1001 S 1st St Apt 4, Springfield, IL 62704 | 39.790833 | -89.655144 | 2 | Central air Private parking Multi-story | https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m3837834377rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m971842689rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m4083719126rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m2312020550rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m795882472rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m1043255576rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m571684763rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m1483267073rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m2268782199rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m335979919rd-w2048_h1536.jpg https://ap.rdcpix.com/f34648570c97bcfea6d494d481a86397l-m2568338456rd-w2048_h1536.jpg | Julie Davis | CA8705 | 2178363123 | juliedavis0309@gmail.com | The Real Estate Group Inc. |
{
"web_scraper_start_url": "https://www.realtor.com/apartments/Springfield_IL",
"listing_url": "https://www.realtor.com/rentals/details/3101-Twin-Lakes-Dr-Apt-8_Springfield_IL_62707_M94553-59559?from=srp-list-card",
"price": "900/mo",
"currency": "usd",
"listing_status": "For rent",
"listing_id": 2980091608,
"property_id": 9455359559,
"availability": "Available today",
"property_type": "Single Family",
"location": "3101 Twin Lakes Dr Apt 8, Springfield, IL 62707",
"latitude": 39.843506,
"longitude": -89.608841,
"bedrooms": "1",
"bathrooms": "1",
"size_sqft": "",
"size_lot": "",
"price_per_sqft": "",
"year_built": "",
"amenities": [
"Pet friendly",
"Dishwasher",
"Central heat",
"On site maintenance"
],
"images": [
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],
"agent_name": "Daniel Nika",
"agent_id": "CA3383",
"agent_phone": "2179713383",
"agent_email": "danielrnika@gmail.com",
"provided_by": "",
"managed_by": "",
"brokered_by": "The Real Estate Group Inc."
}
{
"web_scraper_start_url": "https://www.realtor.com/apartments/Springfield_IL",
"listing_url": "https://www.realtor.com/rentals/details/6412-Stonehaven-Rdg_Springfield_IL_62711_M79396-18465?from=srp-list-card",
"price": "4200/mo",
"currency": "usd",
"listing_status": "For rent",
"listing_id": 2992678572,
"property_id": 7939618465,
"availability": "Jun 01",
"property_type": "Single Family",
"location": "6412 Stonehaven Rdg, Springfield, IL 62711",
"latitude": 39.703636,
"longitude": -89.695532,
"bedrooms": "4",
"bathrooms": "3.5+",
"size_sqft": "",
"size_lot": "",
"price_per_sqft": "",
"year_built": "",
"amenities": [
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"Hardwood floors",
"Garage",
"Central air",
"Dishwasher",
"Multi-story"
],
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Data Export
Download Realtor.com data from Web Scraper Cloud in multiple formats:
Integrate with third-party services and automate data export using:
Automate scraping
Setup scraping schedules to run the Realtor.com scraper automatically at regular intervals and keep your data up-to-date.
Run scrapers via API.
Scraping Realtor.com
Realtor.com is using Kasada bot management service. Kasada will block popular open source frameworks like Scrapy, Puppeteer, Playwright, Selenium, etc. Bot management services use methods, such as browser fingerprinting to detect automated access or bots that mask their identity to access the data in an unsupported manner. To successfully scrape data from Realtor.com, JavaScript rendering is required.
Is web scraping legal?
Web scraping is generally legal when collecting public data. Although lawful, site owners often dislike automated collection and may deploy bot management tools to block access. Using this data to add value is acceptable, whereas copying a site to clone it violates copyrights. However, scraping data behind a login can be 100% illegal if the site's Terms and Conditions prohibit web scraping or automated access.
Pricing
| Recommended |
EnterpriseCustom |
||
|---|---|---|---|
| Automate in cloud | Automate in cloud | Automate in cloud | Automate in cloud |
| Estimated cost for Realtor - property listings scraper | |||
| $10/1K URLs | $5/1K URLs |
Datacenter
From $0.05/1K URLs
|
Datacenter
From $0.05/1K URLs
|
When subscribing to a payment plan, you get access to credits that are to be spent running a sitemap to retrieve
data from a specific site (URL). All of the prebuilt sitemaps can be used freely in any of the payment plans,
however the credits spent for a site can vary based on the sitemap you are using.
See all plan features