# Zameen.com Scraper | Pakistan Real Estate & Property Data (`haketa/zameen-scraper`) Actor Scrape Pakistan's largest property portal Zameen.com. Houses, plots, flats & commercial listings with price in PKR/Crore, area in Marla/Kanal, agent info, DHA & Bahria Town data. - **URL**: https://apify.com/haketa/zameen-scraper.md - **Developed by:** [Haketa](https://apify.com/haketa) (community) - **Categories:** Real estate, Developer tools, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $2.50 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## 🏠 Zameen.com Pakistan Property Scraper Scrape **property listings** from **[Zameen.com](https://www.zameen.com/)** — Pakistan's largest real estate portal. Houses, plots, flats and commercial properties across Lahore, Karachi, Islamabad and more. [![Apify Actor](https://img.shields.io/badge/Apify-Actor-blue)](https://apify.com) [![Cheerio](https://img.shields.io/badge/Engine-Cheerio-green)]() [![Pakistan](https://img.shields.io/badge/Market-Pakistan-orange)]() --- ### 🏙️ Covered Cities Lahore, Karachi, Islamabad, Rawalpindi, Multan, Faisalabad, Peshawar, Gujranwala, Sialkot, Hyderabad and more. ### 🏘️ Property Types - **Homes** — Houses, Flats, Upper/Lower Portions, Farm Houses, Penthouses, Rooms - **Plots** — Residential, Commercial, Agricultural, Industrial - **Commercial** — Shops, Offices, Warehouses, Buildings --- ### 🔧 Input ```json { "cities": ["Lahore"], "propertyType": "Homes", "purpose": "all", "scrapeDetails": false, "maxRecords": 50, "requestDelay": 800, "proxyConfiguration": { "useApifyProxy": true } } ```` *** ### 📦 Output ```json { "listingId": "12345678", "title": "10 Marla House for Sale in DHA Phase 6", "purpose": "For Sale", "propertyType": "House", "price": 35000000, "priceDisplay": "3.5 Crore PKR", "bedrooms": 4, "bathrooms": 4, "area": 10, "areaUnit": "Marla", "areaInSqFt": 2722, "city": "Lahore", "location": "DHA Phase 6", "society": "DHA", "agentName": "Ahmed Properties", "listingUrl": "https://www.zameen.com/Property/..." } ``` #### 🇵🇰 Pakistan-Specific Features | Feature | Description | |---|---| | **Price Conversion** | Crore (10M) and Lakh (100K) → PKR | | **Area Conversion** | Marla (272 sq ft) and Kanal (5445 sq ft) → Sq Ft | | **Society Detection** | DHA, Bahria Town, Capital Smart City, Gulberg etc. | *** ### 🎯 Use Cases #### 💰 Investment Analysis Track property prices across DHA phases, Bahria Town sectors and other housing societies. Compare Lahore vs Islamabad vs Karachi pricing. #### 🏗️ Market Research Analyze supply/demand by city, property type and price range. Monitor new construction vs resale ratios. #### 📊 Diaspora & Overseas Pakistani Investors Access structured property data for remote investment decisions. DHA and Bahria Town are primary targets for overseas buyers. #### 🏢 PropTech & AVM Build automated valuation models using historical listing data. Price per Marla/Kanal trends by location. *** ### 📜 Changelog | Version | Date | Notes | |---|---|---| | 1.0.0 | 2026-05-07 | Initial release — Cheerio SSR, Crore/Lakh conversion, Marla/Kanal conversion, society detection | # Actor input Schema ## `startUrls` (type: `array`): Direct Zameen.com listing URLs. Overrides city/propertyType if provided. Example: 'https://www.zameen.com/Homes/Lahore-1-1.html' ## `cities` (type: `array`): City codes to scrape. Lahore=1, Karachi=2, Islamabad=3, Rawalpindi=4, Multan=7, Faisalabad=8, Peshawar=9. Use city name or code. ## `propertyType` (type: `string`): Type of property to scrape. ## `purpose` (type: `string`): 'all' = both, 'for\_sale' = buy only, 'for\_rent' = rent only. ## `scrapeDetails` (type: `boolean`): Visit each listing page for full description, agent phone, coordinates, all images and features. Slower but richer data. ## `maxRecords` (type: `integer`): Maximum total listings to output. Set 0 for unlimited. ## `maxPages` (type: `integer`): Maximum listing pages per city/type combination. Each page has ~25 listings. Set 0 for unlimited. ## `requestDelay` (type: `integer`): Delay between requests. 500-1500ms recommended. ## `proxyConfiguration` (type: `object`): Rotating proxy recommended for large scrapes. ## Actor input object example ```json { "startUrls": [], "cities": [ "Lahore" ], "propertyType": "Homes", "purpose": "all", "scrapeDetails": false, "maxRecords": 50, "maxPages": 0, "requestDelay": 800, "proxyConfiguration": { "useApifyProxy": true } } ``` # Actor output Schema ## `listingId` (type: `string`): No description ## `title` (type: `string`): No description ## `purpose` (type: `string`): No description ## `propertyType` (type: `string`): No description ## `priceDisplay` (type: `string`): No description ## `price` (type: `string`): No description ## `bedrooms` (type: `string`): No description ## `bathrooms` (type: `string`): No description ## `area` (type: `string`): No description ## `areaUnit` (type: `string`): No description ## `areaInSqFt` (type: `string`): No description ## `city` (type: `string`): No description ## `location` (type: `string`): No description ## `society` (type: `string`): No description ## `agentName` (type: `string`): No description ## `agencyName` (type: `string`): No description ## `listingUrl` (type: `string`): No description ## `scrapedAt` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "startUrls": [], "cities": [ "Lahore" ], "propertyType": "Homes", "scrapeDetails": false, "maxRecords": 50, "proxyConfiguration": { "useApifyProxy": true } }; // Run the Actor and wait for it to finish const run = await client.actor("haketa/zameen-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "startUrls": [], "cities": ["Lahore"], "propertyType": "Homes", "scrapeDetails": False, "maxRecords": 50, "proxyConfiguration": { "useApifyProxy": True }, } # Run the Actor and wait for it to finish run = client.actor("haketa/zameen-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "startUrls": [], "cities": [ "Lahore" ], "propertyType": "Homes", "scrapeDetails": false, "maxRecords": 50, "proxyConfiguration": { "useApifyProxy": true } }' | apify call haketa/zameen-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=haketa/zameen-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Zameen.com Scraper | Pakistan Real Estate & Property Data", "description": "Scrape Pakistan's largest property portal Zameen.com. Houses, plots, flats & commercial listings with price in PKR/Crore, area in Marla/Kanal, agent info, DHA & Bahria Town data.", "version": "0.0", "x-build-id": "X39ZKREaSUQTlx8Tr" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/haketa~zameen-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-haketa-zameen-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/haketa~zameen-scraper/runs": { "post": { "operationId": "runs-sync-haketa-zameen-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/haketa~zameen-scraper/run-sync": { "post": { "operationId": "run-sync-haketa-zameen-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "startUrls": { "title": "Start URLs (optional)", "type": "array", "description": "Direct Zameen.com listing URLs. Overrides city/propertyType if provided. Example: 'https://www.zameen.com/Homes/Lahore-1-1.html'", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "cities": { "title": "Cities", "type": "array", "description": "City codes to scrape. Lahore=1, Karachi=2, Islamabad=3, Rawalpindi=4, Multan=7, Faisalabad=8, Peshawar=9. Use city name or code.", "items": { "type": "string" } }, "propertyType": { "title": "Property Type", "enum": [ "Homes", "Plots", "Commercial", "all" ], "type": "string", "description": "Type of property to scrape.", "default": "Homes" }, "purpose": { "title": "Transaction Type", "enum": [ "all", "for_sale", "for_rent" ], "type": "string", "description": "'all' = both, 'for_sale' = buy only, 'for_rent' = rent only.", "default": "all" }, "scrapeDetails": { "title": "Scrape Detail Pages", "type": "boolean", "description": "Visit each listing page for full description, agent phone, coordinates, all images and features. Slower but richer data.", "default": false }, "maxRecords": { "title": "Max Records", "minimum": 0, "type": "integer", "description": "Maximum total listings to output. Set 0 for unlimited.", "default": 0 }, "maxPages": { "title": "Max Pages per City", "minimum": 0, "type": "integer", "description": "Maximum listing pages per city/type combination. Each page has ~25 listings. Set 0 for unlimited.", "default": 0 }, "requestDelay": { "title": "Request Delay (ms)", "minimum": 200, "maximum": 5000, "type": "integer", "description": "Delay between requests. 500-1500ms recommended.", "default": 800 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Rotating proxy recommended for large scrapes." } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```