A powerful real estate data scraper that extracts complete property listings from Propertyfinder portals across the UAE and other supported countries. Designed for high-volume property research, analytics, and automation, it delivers clean, structured data at scale.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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The Propertyfinder Scraper collects residential and commercial property listings from multiple Propertyfinder country portals. It solves the challenge of manually navigating thousands of listings and provides structured, export-ready datasets. This tool is ideal for analysts, real-estate companies, investors, data engineers, and automation workflows.
- Eliminates manual browsing of thousands of listings.
- Captures complete property, agent, and broker details.
- Supports incremental monitoring of newly added listings.
- Extracts high-accuracy geo-coordinates and structured attributes.
- Enables consistent, automated real estate market intelligence.
| Feature | Description |
|---|---|
| Full Listing Extraction | Retrieves all listings from any Propertyfinder search URL. |
| Individual Property Scraping | Accepts direct property URLs for targeted extraction. |
| Multi-Country Support | Works with .ae, .qa, .bh, .eg, .sa Propertyfinder domains. |
| Monitoring Mode | Detects new listings since the last run automatically. |
| Delisting Tracking | Identifies removed or expired listings over time. |
| Unit Number Retrieval | Integrates with unit-number finder logic when enabled. |
| Similar Transactions | Extracts property transaction history where available. |
| Parallel Processing | Scrapes faster with multi-threaded runtime support. |
| Field Name | Field Description |
|---|---|
| id | Unique property identifier. |
| url | Direct link to the property listing. |
| title | Main listing headline. |
| displayAddress | Location text displayed on listing. |
| bathrooms | Number of bathrooms. |
| bedrooms | Number of bedrooms. |
| addedOn | Date the listing was added. |
| broker | Brokerage/company name. |
| agent | Listing agent name. |
| agentPhone | Agent contact number. |
| permit_number | Legal permit number. |
| agentBrn | Agent BRN identifier. |
| freehold | Whether the property is freehold. |
| completionDate | Project completion date if available. |
| price | Listing price. |
| propertyType | Apartment, villa, townhome, etc. |
| coordinates | Latitude/longitude details. |
| furnishing | Furnishing status. |
| features | List of property amenities. |
| description | Raw text description. |
| descriptionHTML | Formatted HTML description. |
| images | Array of images. |
| similarTransactions | Recent buy/rent transaction history. |
| agentInfo | Full agent profile metadata. |
| brokerInfo | Brokerage profile metadata. |
{
"id": "9523636",
"url": "https://www.propertyfinder.ae/en/plp/buy/villa-for-sale-dubai-al-mizhar-al-mizhar-1-9523636.html",
"title": "Huge 6 Bedrooms Villa for Sale On Prime Location",
"displayAddress": "Al Mizhar 1, Al Mizhar, Dubai",
"bathrooms": 6,
"bedrooms": 6,
"price": 4900000,
"coordinates": { "latitude": 25.246215, "longitude": 55.441623 },
"features": [ "Unfurnished", "Built in Wardrobes", "Covered Parking" ],
"images": [
"https://www.propertyfinder.ae/property/.../9523636-9ad25o.jpg",
"https://www.propertyfinder.ae/property/.../9523636-58dbdo.jpg"
],
"agentInfo": {
"name": "Muhammad Numan Siddique",
"email": "numansiddique@taurusfloor.ae",
"languages": [ "English", "Hindi", "Urdu", "Punjabi" ]
},
"brokerInfo": {
"name": "Taurus Real Estate",
"license_number": "794945"
}
}
Propertyfinder Scraper/
├── src/
│ ├── runner.py
│ ├── extractors/
│ │ ├── listing_parser.py
│ │ ├── property_parser.py
│ │ └── utils_geo.py
│ ├── outputs/
│ │ ├── dataset_writer.py
│ │ └── exporters.py
│ └── config/
│ └── settings.example.json
├── data/
│ ├── input.sample.json
│ └── sample_output.json
├── requirements.txt
└── README.md
- Real estate analysts use it to gather large-scale market data so they can track pricing trends and neighborhood performance.
- Property investment firms use it to monitor new listings, identifying off-market or under-priced opportunities faster.
- Brokerage teams use automated data extraction to enrich internal CRMs and streamline listing management.
- Data engineers integrate the scraper into pipelines to power dashboards and forecasting models.
- Researchers extract structured datasets for academic or market studies.
Q: Can I scrape multiple Propertyfinder countries? Yes. The scraper supports UAE, Qatar, Bahrain, Egypt, and Saudi Arabia Propertyfinder portals.
Q: What if my search result exceeds 25,000 listings? Propertyfinder limits listing pages to 25K results. Break the search into smaller geographic filters to collect all results.
Q: Does it detect delisted properties? Yes. Delisting tracking is available using timestamp comparison across scraping runs.
Q: Can I extract unit numbers? Yes—enable the unit-retrieval option to fetch building unit numbers when supported.
Primary Metric: Processes an average of 3,000–6,000 listings per minute with multi-threading enabled.
Reliability Metric: Maintains a 98%+ stable extraction rate across mixed domains and listing types.
Efficiency Metric: Optimized for 2 GB memory usage, sustaining high throughput even during long runs.
Quality Metric: Delivers 95%+ field completeness on property, broker, and agent attributes, including coordinates and media sets.
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