Web Data Access for Apartments
Access Public Apartment Listing Pages with Scrape.do
Use Scrape.do infrastructure to retrieve publicly accessible apartment listing pages through your application. Scrape.do manages proxy selection, browser execution, request retries, and network configuration.
Independent service: Third-party names and marks belong to their respective owners. Scrape.do is an independent service and is not affiliated with, endorsed by, sponsored by, or authorized by any listing website or its owner.
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Rental Listing Data Across Every US City
Apartment listing websites publish pages for rental properties across the country. Those pages carry rent ranges, floor plans, unit availability, amenities, and ratings.
With Scrape.do you can retrieve publicly accessible listing and search pages, track rental pricing trends across US cities, monitor unit availability and floor plans, and feed pricing models with data you collect yourself, all through a single Scrape.do API call.
Illustrative example of a public listing search page. Scrape.do is not affiliated with any listing website.
Request Infrastructure, Managed for You
Large listing websites run a web application firewall in front of their pages. Requests sent straight from datacenter IPs commonly receive an "Access Denied" response, and request patterns that do not resemble ordinary browsing are frequently rejected as well.
Scrape.do manages the request infrastructure needed to retrieve publicly accessible web pages: proxy selection across residential IP pools, browser execution where a page requires it, retry handling, and session and header configuration. You work with one Scrape.do endpoint instead of maintaining that infrastructure yourself.
Illustrative example of the response a web application firewall returns to an unconfigured request.
Retrieving a Public Listing Page
Select a Target
Send API Request
import requests
import urllib.parse
token = "<SDO-token>"
targetUrl = "https://apartments.../listing-page/"
render = "false" # set to "true" to enable JavaScript rendering
super = "false" # set to "true" to enable residential proxies
encodedUrl = urllib.parse.quote(targetUrl)
url = f"https://api.scrape.do/?token={token}&url={encodedUrl}&render={render}&super={super}"
response = requests.get(url)
print(response.text)Get HTML
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Example Residences - Astoria, NY</title>
</head>
<body>
<div class="property-header">
<h1>Example Residences</h1>
<p class="property-address">123 Example St, Astoria, NY 11102</p>
</div>
<div class="pricing-overview">
<span class="rent-range">$2,477 - $7,853</span>
<span class="bed-range">Studio - 2 Bd</span>
<span class="bath-range">1 - 2 Ba</span>
<span class="sqft-range">369 - 1,099 Sq Ft</span>
</div>
<div class="ratings">
<span class="rating">4.7</span>
<span class="review-count">6 Ratings</span>
</div>
<div class="amenities">
<span class="amenity">Waterfront</span>
<span class="amenity">Floor to Ceiling Windows</span>
<span class="amenity">Fitness</span>
</div>
<!-- ... remaining page content ... -->
</body>
</html>
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Sounds great, but I have a few questions..
Scrape.do manages the request infrastructure required to retrieve publicly accessible web pages, including proxy selection, browser execution, and retry handling. Scrape.do does not promise access to authenticated or restricted content.
No. Third-party names and marks belong to their respective owners. Scrape.do is an independent, general-purpose web data infrastructure provider and is not affiliated with, endorsed by, sponsored by, or authorized by any listing website or its owner.
Public listing pages typically show the property name, rent ranges, unit types and sizes, amenities, floor plans, photos, ratings and reviews, and availability dates. What you may do with retrieved content is governed by applicable law, the website's terms, and third-party rights.
Pass the public search URL as the url parameter on the Scrape.do API. Search results on most listing websites are server-rendered, so the HTML response contains the listing card markup without the render parameter.
Scrape.do provides general-purpose web data infrastructure. Customers must use the service in accordance with applicable laws, contractual obligations, website terms, and third-party rights. Scrape.do does not grant rights to third-party content or trademarks. Third-party names, trademarks, and logos are the property of their respective owners; references to third-party websites identify target websites only and do not imply affiliation, endorsement, sponsorship, or authorization.
