Real Estate

Aggregate Listings
Across Every Platform

Real estate platforms protect their listings with CAPTCHAs, Cloudflare, and bot detection. FineData solves these automatically so you can build comprehensive property databases.

Start Aggregating Free View API Docs

The Real Estate Data Problem

Property data is scattered across dozens of listing platforms, each with its own anti-scraping defenses. Building a unified view of the market means overcoming these barriers at scale.

CAPTCHA on Every Page

Platforms like Zillow, Realtor, and Rightmove serve CAPTCHAs aggressively. After a few automated requests, you'll hit reCAPTCHA or hCaptcha walls.

Cloudflare Protection

Major real estate portals use Cloudflare's bot management. Standard scrapers are blocked before they even reach the listing page.

Interactive Map-Based UIs

Many platforms load listings dynamically as users pan and zoom maps. This data only exists in the JavaScript runtime, not in the initial HTML.

Fragmented Data Sources

Property data is spread across multiple regional and national platforms. Each has different page structures and different anti-bot measures.

How FineData Solves It

Automatic CAPTCHA solving, Cloudflare bypass, and JS rendering in one API call. Scrape any real estate platform without maintaining browser automation infrastructure.

Auto CAPTCHA Solving

reCAPTCHA v2/v3, hCaptcha, and Cloudflare Turnstile are detected and solved automatically. No integration with third-party CAPTCHA services required.

Cloudflare Bypass

TLS fingerprint rotation and residential proxies make your requests look like real residential users browsing from their home networks.

Dynamic Content Capture

JS rendering captures listings loaded by JavaScript frameworks. Map-based interfaces, lazy-loaded images, and expandable property details are all captured.

Scrape Listings With CAPTCHA Solving

Enable CAPTCHA solving and Cloudflare bypass in your request. FineData handles the challenge pages automatically, returning the actual listing content.

Solves CAPTCHAs inline -- no manual intervention or separate API calls

Residential proxies match the geographic market you're researching

Full HTML output ready for parsing with your preferred library

listing_scraper.py

import requests

# Scrape real estate listings with CAPTCHA solving
response = requests.post(
    "https://api.finedata.ai/api/v1/scrape",
    headers={"x-api-key": "fd_your_key"},
    json={
        "url": "https://listings.example.com/homes/san-francisco?min_price=500000",
        "use_js_render": True,
        "solve_captcha": True,
        "use_residential": True,
        "js_wait_for": "selector:.listing-card",
        "tls_profile": "chrome124",
    }
)

data = response.json()
html = data["content"]

# Parse property listings
from bs4 import BeautifulSoup
soup = BeautifulSoup(html, "html.parser")

for listing in soup.select(".listing-card"):
    price = listing.select_one(".price").text
    address = listing.select_one(".address").text
    beds = listing.select_one(".beds").text
    print(f"{address}: {price} | {beds}")

The solve_captcha flag detects and solves any CAPTCHA challenges automatically before returning the page content.

Why Real Estate Teams Choose FineData

CAPTCHA-Free Scraping

reCAPTCHA, hCaptcha, and Turnstile are solved automatically. Your pipeline never stops for human verification.

Multi-Platform Coverage

Scrape any real estate website with one unified API. No need for site-specific scrapers or browser extensions.

Price Trend Tracking

Schedule regular scrapes to build historical price data. Identify market trends and investment opportunities over time.

Local Market Data

Residential proxies in target regions ensure you see the same listings and prices as local buyers.

Frequently Asked Questions

Which real estate platforms can FineData scrape?

FineData is a general-purpose scraping API that works with any website. This includes major real estate platforms, regional MLS sites, and local listing portals. Since you provide the URL and FineData handles the anti-bot bypass, there's no hard-coded list of supported sites -- if it's accessible in a browser, FineData can scrape it.

How does CAPTCHA solving affect request cost?

CAPTCHA solving adds 10 tokens to the request cost. A typical real estate scrape with JS rendering, CAPTCHA solving, and residential proxies costs around 19 tokens per request (1 base + 5 JS + 10 CAPTCHA + 3 residential). If no CAPTCHA is encountered on a particular request, the CAPTCHA solving tokens are not charged -- you only pay for features that are actually used.

Can I scrape map-based listing interfaces?

FineData's JS rendering executes all page JavaScript including map initializations. However, for best results with map-based UIs, use the list view or search results page rather than the map view. List views contain structured data that's easier to parse and typically include all the same property information. Use js_wait_for: "selector:.listing-card" to ensure listings are loaded before capturing.

How do I handle pagination across listing pages?

Construct URLs for each page (e.g., adding ?page=2, ?page=3) and submit them as individual requests or as a batch. Use session_id to maintain the same proxy IP across pages, reducing the chance of triggering bot detection during pagination. The batch endpoint processes up to 100 URLs in parallel.

Start Aggregating Property Data

Get free tokens and start scraping real estate listings today. CAPTCHAs solved automatically. No infrastructure to maintain.

Get Free Tokens Read the Docs

Explore More Use Cases

🔍 SERP Tracking 🛒 E-commerce Intelligence 📇 Lead Generation 📊 Financial Data

Aggregate Listings Across Every Platform