Zameen Scraper

Pull property listings from Zameen.com — Pakistan's largest real-estate portal — at scale, with prices, beds, baths, area, agent phone and WhatsApp numbers, map coordinates, photos, and full location hierarchy for every for-sale and to-rent listing. Search 14 major Pakistani metros by city and filter, or paste Zameen URLs straight from your browser. Built for Pakistani property investors, estate agencies, and proptech teams who need fresh, structured Zameen listing data without copy-pasting from listing pages one at a time.

Why This Scraper?

• 14 named Pakistani metros in one dropdown — Karachi, Lahore, Islamabad, Rawalpindi, Faisalabad, Multan, Gujranwala, Peshawar, Quetta, Sialkot, Hyderabad, Bahawalpur, Sargodha, and Abbottabad, plus an "All Pakistan" option to sweep the whole country.
• 18 property types covered — houses, flats, upper and lower portions, farm houses, rooms, penthouses, residential / commercial / agricultural plots, plot files and forms, offices, shops, warehouses, factories, buildings, and other commercial.
• Agent phone AND WhatsApp on every listing — each row carries the agent name, agency, contact phone, and WhatsApp number, so a single run becomes a ready-to-dial lead list.
• Map coordinates on every property — exact latitude and longitude for mapping, geo-clustering, and catchment analysis, not just a text address.
• Five area units for size filters — set your minimum and maximum in Marla, Kanal, Square Feet, Square Yards, or Square Meters; every row also reports normalized square feet via areaSqft.
• Society and sector keyword search — target named developments like "DHA Phase 2", "Bahria Town", or "Gulberg" directly, instead of wading through a whole city.
• PKR price labels done for you — alongside the raw rupee price, each row includes a human "1.5 Crore" / "85 Lakh" label and a priceCurrency of PKR.
• Optional full descriptions and complete photo galleries — flip on full details to add each listing's written description and every gallery image; leave it off for fast, lower-cost collection that still includes the cover photo and photo count.
• For sale and to rent in one actor — switch a single Purpose dropdown, with price, beds, baths, and area range filters applied at the source so you only collect listings that match.

Use Cases

Market Research & Analysis

• Track asking prices per Marla or per square foot across Karachi, Lahore, and Islamabad
• Map inventory by city, society, and property type
• Compare for-sale vs. to-rent supply in the same neighborhood
• Monitor new listings sorted newest-first to spot price movements early

Lead Generation for Agencies

• Build agent and agency contact lists with phone and WhatsApp numbers
• Identify the most active agencies in a target society or sector
• Source for-rent inventory to match against tenant briefs
• Pull verified listings to prioritize higher-quality leads

Investment Analysis

• Screen plots in DHA and Bahria Town phases by price and area band
• Compare price labels (Crore / Lakh) across competing developments
• Filter commercial units — offices, shops, warehouses — for yield analysis
• Use map coordinates to assess location, access, and catchment

Proptech & Data Integration

• Feed structured Zameen listings into valuation and analytics dashboards
• Enrich an existing CRM with current pricing, beds, baths, and area
• Power property comparison tools and market reports
• Build alerts for new listings in chosen cities and societies

Getting Started

Search a City

The simplest run — for-sale listings in one city:

{
    "purpose": "for-sale",
    "city": "karachi",
    "maxResults": 50
}

Filter by Type, Price, and Society

Houses for sale in a named development, within a price band:

{
    "purpose": "for-sale",
    "city": "lahore",
    "propertyType": "house",
    "keyword": "DHA Phase 2",
    "priceMin": 20000000,
    "priceMax": 60000000,
    "sort": "newest",
    "maxResults": 200
}

Rentals with Bed, Bath, and Area Filters

To-rent flats with size measured in Marla:

{
    "purpose": "for-rent",
    "city": "islamabad",
    "propertyType": "flat",
    "bedsMin": 2,
    "bedsMax": 4,
    "bathsMin": 2,
    "areaMin": 5,
    "areaMax": 12,
    "areaUnit": "marla",
    "sort": "price-asc",
    "maxResults": 150
}

Full Details from Pasted URLs

Paste a Zameen search or listing URL and pull complete descriptions and photo galleries:

{
    "startUrls": [
        "https://www.zameen.com/Houses_Property/Islamabad-3-1.html"
    ],
    "includeFullDetails": true,
    "maxResults": 100
}

Input Reference

Search

Parameter	Type	Default	Description
purpose	select	for-sale	What to collect: For Sale or For Rent. Ignored when Start URLs are provided.
city	select	islamabad	City to search — one of 14 major metros, or All Pakistan for the whole country. Ignored when Start URLs are provided.
propertyType	select	any	Property category: Any, House, Flat / Apartment, Upper Portion, Lower Portion, Farm House, Room, Penthouse, Residential Plot, Commercial Plot, Agricultural Land, Plot File, Plot Form, Office, Shop, Warehouse, Factory, Building, or Other Commercial.
keyword	string	(empty)	Optional society, sector, or phase name, e.g. "DHA Phase 2", "Bahria Town", "Gulberg".

Advanced Search

Parameter	Type	Default	Description
startUrls	string[]	[]	Paste Zameen search-result or individual property URLs. When provided, these override the Purpose, City, Property Type, and Filters settings above.

Filters

Parameter	Type	Default	Description
priceMin	integer	(none)	Only include listings at or above this price, in Pakistani rupees.
priceMax	integer	(none)	Only include listings at or below this price, in Pakistani rupees.
bedsMin	integer	(none)	Minimum bedrooms (0 = studio). Ignored for plots and most commercial types.
bedsMax	integer	(none)	Maximum bedrooms.
bathsMin	integer	(none)	Minimum bathrooms.
areaMin	integer	(none)	Minimum size, measured in the Area Unit below.
areaMax	integer	(none)	Maximum size, measured in the Area Unit below.
areaUnit	select	marla	Unit for the area filters: Marla, Kanal, Square Feet, Square Yards, or Square Meters.
sort	select	newest	Result order: Popular, Newest first, Lowest price first, or Highest price first.

Options

Parameter	Type	Default	Description
maxResults	integer	100	Maximum properties to collect across all searches and URLs. Set 0 for unlimited (up to a safety cap of 50,000 results per run). Results come in full pages, so the final page may overshoot by a few records.
includeFullDetails	boolean	false	When on, also fetch each listing's full written description and complete photo gallery — slower on large runs. When off (default), every row still includes title, price, beds, baths, area, location, agency, agent phone and WhatsApp, amenities, cover photo, and map coordinates.

Output

Each property listing becomes one flat row. Here is a representative result:

{
    "externalId": "12345678",
    "purpose": "for-sale",
    "title": "5 Marla House for Sale in DHA Phase 2",
    "description": "Beautifully designed 5 Marla house in a prime DHA location...",
    "price": 32500000,
    "priceCurrency": "PKR",
    "priceLabel": "3.25 Crore",
    "propertyType": "Houses",
    "beds": 4,
    "baths": 5,
    "area": 113,
    "areaUnit": "square-meters",
    "areaSqft": 1216.4,
    "city": "Islamabad",
    "locality": "DHA Defence Phase 2",
    "locationPath": ["Pakistan", "Islamabad Capital Territory", "Islamabad", "DHA Defence", "DHA Defence Phase 2"],
    "latitude": 33.5341,
    "longitude": 73.1234,
    "addedDate": "2026-05-28T09:15:00+00:00",
    "agencyName": "Prime Estates",
    "agentName": "Ahmed Khan",
    "agentPhone": "+923001234567",
    "agentWhatsApp": "+923001234567",
    "amenities": ["Electricity", "Sui Gas", "Boundary Wall", "Lawn or Garden"],
    "coverPhoto": "https://images.zameen.com/cover.jpg",
    "photos": ["https://images.zameen.com/1.jpg", "https://images.zameen.com/2.jpg"],
    "photoCount": 24,
    "isVerified": true,
    "rentFrequency": null,
    "url": "https://www.zameen.com/Property/dha_defence-house-12345678.html",
    "scrapedAt": "2026-06-05T14:30:00+00:00"
}

Core Fields

Field	Type	Description
externalId	string	Zameen listing identifier
purpose	string	for-sale or for-rent
title	string	Listing title
description	string	Full description (populated when full details are enabled)
propertyType	string	Leaf category, e.g. Houses, Flats, Shops
isVerified	boolean	Whether the listing carries Zameen's verified badge
url	string	Direct Zameen listing URL
scrapedAt	string	ISO 8601 timestamp of collection

Pricing & Specs

Field	Type	Description
price	number	Price in Pakistani rupees
priceCurrency	string	Always PKR
priceLabel	string	Human label, e.g. "3.25 Crore", "85 Lakh"
beds	number	Bedrooms (empty for plots and most commercial)
baths	number	Bathrooms
area	number	Area value in square meters
areaUnit	string	Unit of the area value (square-meters)
areaSqft	number	Area normalized to square feet
rentFrequency	string	Rent period for to-rent listings (e.g. monthly)

Location & Geo

Field	Type	Description
city	string	City name
locality	string	Society, sector, or phase (the most specific area)
locationPath	string[]	Full location hierarchy from country down to block
latitude	number	Map latitude
longitude	number	Map longitude
addedDate	string	When the listing was posted, ISO 8601

Agent & Media

Field	Type	Description
agencyName	string	Listing agency name
agentName	string	Listing agent name
agentPhone	string	Agent contact phone number
agentWhatsApp	string	Agent WhatsApp number (when published)
amenities	string[]	Amenity and feature labels
coverPhoto	string	Cover image URL
photos	string[]	Full gallery image URLs (populated when full details are enabled)
photoCount	number	Number of photos on the listing

Tips for Best Results

• Start small — set maxResults to 25–50 on your first run to confirm the data matches your needs, then scale up.
• Enable full details only when you need them — the written description and complete photo gallery require opening each listing individually, which adds one fetch per property. Leave it off for fast, lower-cost runs; every row already includes contact, price, area, and the cover photo.
• Match the area unit to the property — use Marla or Kanal for plots and houses, Square Feet for apartments and offices, so your size filters line up with how Pakistani listings are advertised.
• Use the keyword field for societies — typing "DHA Phase 2" or "Bahria Town" narrows a whole-city search to a single development far faster than scanning every result.
• Sweep the whole country — pick All Pakistan as the city to collect across every metro at once, then filter the dataset afterward.
• Sort newest first to monitor a market — combine sort: "newest" with a small maxResults and re-run on a schedule to catch fresh listings.
• Mix guided search and URLs across runs — paste a ready-made filtered Zameen URL when you already have one open in your browser, or use the guided fields when you do not.

Pricing

From $0.95 per 1,000 results — pay-per-result, with no compute or time-based charges. You pay per result, plus a small fixed per-run start fee. Bronze, Silver, and Gold subscribers pay progressively less; the table below shows total cost at each discount tier.

Results	No discount	Bronze	Silver	Gold
100	$0.11	$0.105	$0.10	$0.095
1,000	$1.10	$1.05	$1.00	$0.95
10,000	$11.00	$10.50	$10.00	$9.50
100,000	$110.00	$105.00	$100.00	$95.00

A "result" is any property row in the output dataset. The fixed per-run start fee is small and charged once per run; there are no separate compute or storage charges beyond your Apify plan.

Integrations

Export data in JSON, CSV, Excel, XML, or RSS. Connect to 1,500+ apps via:

• Zapier / Make / n8n — Workflow automation
• Google Sheets — Direct spreadsheet export
• Slack / Email — Notifications on new results
• Webhooks — Trigger custom APIs on run completion
• Apify API — Full programmatic access

Legal & Ethical Use

This actor is designed for legitimate real estate research, market analysis, and lead generation. You are responsible for complying with applicable laws and Zameen.com's Terms of Service. Do not use extracted data for spam, harassment, or any unlawful purpose, and handle agent and agency contact details in line with applicable privacy and communication regulations.