Housing.com Property Scraper

Extract Housing.com property listings from search result pages with pricing, seller details, sizes, tags, location data, and listing media. Collect structured datasets from buy or rent search pages for market research, inventory tracking, and downstream analysis.

Features

• Search page extraction — Collect listings directly from Housing.com search result URLs.
• City URL support — Use plain city URLs like https://housing.com/in/buy/mumbai/ — no need to find a search hash.
• Rich property data — Capture pricing, area, sellers, tags, media, coordinates, video walkthroughs, and key listing attributes.
• Pagination support — Continue through multiple result pages until the requested limit is reached.
• Deduplication — Duplicate listings are skipped automatically based on listing ID and URL.
• Null-free dataset output — Removes null and undefined fields from every dataset item to keep exports clean.
• Search context included — Preserves the search hash, page number, service, and city for each record.

Use Cases

Market Intelligence

Track the live inventory available in a city or locality and compare how pricing, property types, and listing volume change over time. This is useful for analysts, agents, and proptech teams monitoring supply.

Project Research

Collect new launch and project listings together with pricing bands, configuration details, and seller information. Use the results to study project positioning and launch activity in target markets.

Lead Sourcing Preparation

Build structured datasets of listings and seller profiles before outreach or enrichment. Teams can use the exported results to prioritize hot listings and understand available inventory.

Pricing Analysis

Capture display price ranges, built-up area, and location details at scale. This helps compare pricing density across neighborhoods, projects, and cities.

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	https://housing.com/in/buy/searches/M8vPskwz0ocdh7q42r5	Housing.com search, city, locality, rent, or commercial results URL to extract.
category	String	No	residential	Housing category passed with the search request.
results_wanted	Integer	No	20	Maximum number of listings to save.
max_pages	Integer	No	10	Maximum number of result pages to request.
proxyConfiguration	Object	No	{"useApifyProxy": false}	Optional Apify proxy settings for larger or more sensitive runs.

Output Data

Each item in the dataset contains:

Field	Type	Description
listingId	String	Housing.com listing identifier.
title	String	Listing title.
subtitle	String	Configuration or subheading shown for the listing.
url	String	Absolute Housing.com listing URL.
propertyType	String	Listing type such as project or resale property.
price	String	Display-friendly price range or value.
area	String	Human-readable area value.
location	String	Listing address text.
city	String	Resolved city name for the search.
cityId	String	Housing.com city identifier.
coords	Array	GPS coordinates for the listing.
primarySellerName	String	First seller attached to the listing.
primarySellerType	String	Seller type (Builder, Seller, Agent).
primarySellerPhone	String	Partial phone number of the primary seller.
coverImageUrl	String	Main listing image URL in a browser-valid Housing CDN format.
imageUrls	Array	Flat list of browser-valid gallery image URLs.
featuredVideoUrl	String	Video walkthrough URL for the listing.
featuredVideoThumbnailUrl	String	Thumbnail for the video walkthrough.
minifiedFeaturedVideoUrl	String	Compressed video walkthrough URL.
galleryTitle	String	Title shown in the image gallery.
postedDate	String	Listing publish date when available.
updatedAt	String	Last update timestamp.
updatedAtStr	String	Human-friendly relative update time.
verifiedAt	String	Last verification timestamp.
features	Array	Listing feature cards such as configurations, sizes, furnishing, and floor.
highlights	Array	Key selling points for the listing.
sellers	Array	Seller profiles with badge and partial phone details.
propertyInformation	Object	Area, price, bedroom, bathroom, and similar listing information.
tags	Array	Tags associated with the listing such as rera_verified.
saleTag	String	Sale tag or promotion label.
entityProjectName	String	Project name when the listing belongs to a project.
isUc	Boolean	Whether the property is under construction.
isActiveProperty	Boolean	Whether the listing is active.
isMostContacted	Boolean	Whether the listing is one of the most contacted.
isMyGateCertified	Boolean	Whether the property is myGate certified.
imageCount	Integer	Total number of images available.
videoConnectAvailable	Boolean	Whether video connect is available.
searchHash	String	Search hash associated with the listing run.
searchPage	Integer	Result page from which the listing was collected.
service	String	Buy, rent, or commercial service type.
category	String	Residential or commercial category.

Usage Examples

Basic Extraction

Collect the first 20 listings from a Housing.com search page:

{
	"startUrl": "https://housing.com/in/buy/searches/M8vPskwz0ocdh7q42r5",
	"results_wanted": 20
}

You can also start from generic city or locality pages and the actor will resolve the underlying search automatically:

{
	"startUrl": "https://housing.com/in/buy/mumbai/",
	"results_wanted": 20
}

Larger Collection With Proxy

Increase the collection size and use Apify Proxy:

{
	"startUrl": "https://housing.com/in/buy/searches/M8vPskwz0ocdh7q42r5",
	"results_wanted": 100,
	"max_pages": 5,
	"proxyConfiguration": {
		"useApifyProxy": true,
		"apifyProxyGroups": ["RESIDENTIAL"]
	}
}

Sample Output

{
	"listingId": "20445288",
	"title": "2 BHK Flat",
	"subtitle": "595 sq.ft built up area",
	"url": "https://housing.com/in/buy/resale/page/20445288-2-bhk-apartment-in-mira-road-east-for-rs-7400000",
	"propertyType": "resale",
	"price": "₹74.0 L",
	"area": "595 sq.ft",
	"location": "Kashimira, Mira Road East",
	"city": "Mumbai",
	"coords": ["19.279205", "72.887527"],
	"primarySellerName": "Maashakti921",
	"coverImageUrl": "https://is1-2.housingcdn.com/01c16c28/b8754094cbd913e7cd05daad0c5d0492/v0/fs/2_bhk_apartment-for-sale-mira_road_east-Mira+Bhayandar-bedroom_one.jpg",
	"imageUrls": [
		"https://is1-2.housingcdn.com/4f2250e8/c33b5e4615ab97f6dbb70db1912645be/v0/fs.jpeg"
	],
	"postedDate": "2026-06-11T14:50:50Z",
	"tags": ["rera_verified"],
	"saleTag": "New Booking",
	"features": [
		{"id": "builtUpArea", "label": "Built Up Area", "description": "595 sq.ft"},
		{"id": "furnishing", "label": "Furnishing", "description": "Unfurnished"},
		{"id": "floor", "label": "Floor", "description": "22 of 45"}
	],
	"propertyInformation": {
		"bedrooms": 2,
		"bathrooms": 2,
		"area": "595 sq.ft",
		"price": "74.0 L"
	},
	"sellers": [
		{
			"name": "Maashakti921",
			"type": "Seller",
			"isPrime": true,
			"sellerBadge": "ULTRA",
			"phone": { "partialValue": "95949....." }
		}
	],
	"searchHash": "M8vPskwz0ocdh7q42r5",
	"searchPage": 1,
	"service": "buy",
	"category": "residential",
	"entityProjectName": "JP The Palace Tower A",
	"featuredVideoUrl": "https://video.housingcdn.com/hsshorts/4a06f62c8ea1f8ca8e6aed714e277700/original.mp4"
}

Tips for Best Results

Use Real Search Pages

• Start from a valid Housing.com search results URL.
• Prefer stable search pages that already show multiple listings.
• Reuse saved search URLs when you want reproducible datasets.

Using City URLs

• City-level URLs like https://housing.com/in/buy/mumbai/ are supported.
• The actor will automatically resolve the city to a search hash.

Keep QA Runs Small

• Use results_wanted: 20 for quick validation runs.
• Increase the limit only after confirming the output structure you need.
• Cap max_pages to control runtime on broader searches.

Use Proxy for Scale

• Residential proxies are recommended for larger or repeated runs.
• Start without proxy for small collections, then add proxy for production volume.
• Keep page sizes moderate to reduce retry pressure.

Proxy Configuration

For higher-volume runs, residential proxies are recommended:

{
	"proxyConfiguration": {
		"useApifyProxy": true,
		"apifyProxyGroups": ["RESIDENTIAL"]
	}
}

Integrations

Connect your data with:

• Google Sheets — Review pricing and inventory in spreadsheets.
• Airtable — Build searchable property datasets.
• Make — Automate follow-up workflows and syncs.
• Zapier — Trigger downstream actions from new exports.
• Webhooks — Push listings into internal systems.

Export Formats

• JSON — Best for APIs and automation.
• CSV — Best for spreadsheet workflows.
• Excel — Best for operational reporting.
• XML — Best for legacy integrations.

Frequently Asked Questions

How many listings can I collect?

You can collect as many listings as the search page exposes, subject to your results_wanted and max_pages limits.

Does the actor support specific localities or cities?

Yes. Use any valid Housing.com search page for the area you want to collect. City URLs like /in/buy/mumbai/ are supported and resolved automatically.

Why are some fields missing on certain listings?

Housing.com does not populate every field for every listing. The actor removes null values instead of returning empty placeholders.