PropertyFinder.ae Property Search Scraper: Complete UAE Real Estate Data Extraction

Why PropertyFinder.ae Data Is Critical for Real Estate Intelligence

PropertyFinder.ae dominates the UAE real estate market as the most comprehensive property portal in the region. The platform aggregates listings from thousands of agents, brokers, and developers across the Emirates, making it the definitive source for understanding Dubai, Abu Dhabi, and broader UAE property markets.

The platform's data reveals crucial market dynamics: pricing trends across neighborhoods, inventory levels by property type, agent activity patterns, and developer project launches. For investors, agents, analysts, and developers, this information is essential for pricing strategies, market positioning, and investment decisions in one of the world's most dynamic real estate markets.

Manual data collection from PropertyFinder.ae is impractical at scale. With thousands of active listings and constant market changes, extracting and organizing this data manually would consume enormous resources. This scraper automates the entire process, delivering structured, analysis-ready data from PropertyFinder.ae's search results.

Scraper Capabilities and Target Users

This scraper extracts comprehensive property data from PropertyFinder.ae search result pages. It captures everything from basic listing information to detailed specifications, agent contacts, verification status, and promotional features. The tool handles PropertyFinder.ae's complex data structure, including nested location hierarchies, multiple image sets, and rich amenity lists.

The scraper excels at large-scale extraction while respecting rate limits through proper proxy configuration. It processes search result pages containing multiple properties, extracting complete datasets for each listing including metadata that PropertyFinder.ae uses internally for ranking and categorization.

Real estate agencies benefit by building competitive intelligence databases and monitoring competitor pricing. Property investors gain market insights through aggregated pricing data, inventory tracking, and neighborhood analysis. Market research firms can analyze supply-demand dynamics, pricing trends, and developer activity. PropTech companies can integrate fresh property data into their platforms. Data analysts can build predictive models for property valuations and market forecasting.

Input Configuration and URL Structure Explained

The scraper processes PropertyFinder.ae search result URLs, not individual property detail pages. These are the URLs you get when applying filters on PropertyFinder.ae's search interface. Understanding the URL parameters helps you target specific property segments.

Input Configuration Example

{
  "proxy": {
    "useApifyProxy": false
  },
  "max_items_per_url": 20,
  "ignore_url_failures": true,
  "urls": [
    "https://www.propertyfinder.ae/en/search?l=1&c=2&fu=0&rp=y&ob=mr&page=1",
    "https://www.propertyfinder.ae/en/search?l=1&c=1&t=3&b=2&ob=pd&page=1"
  ]
}

Example Screenshot:

Proxy Configuration: Using residential proxies from the UAE ("AE") provides the most reliable results as it mimics local user behavior. This reduces the likelihood of being blocked and ensures you receive the same data that local users see, which can sometimes differ due to regional targeting. (Optional)

max_items_per_url: Limits the number of properties extracted per search URL. Set to 20 for faster testing or increase to 50-100 for comprehensive data collection. PropertyFinder.ae typically shows 25 properties per page, so adjust this value based on your needs.

ignore_url_failures: When enabled, the scraper continues processing other URLs even if one fails. This is crucial for batch processing where you might include URLs that occasionally return errors due to empty search results or temporary issues.

URLs Array: Include multiple search URLs to cover different property segments. You can scrape various locations, property types, or price ranges simultaneously. Each URL is processed independently, making it easy to segment your data collection.

Comprehensive Output Fields and Their Business Applications

The scraper returns extensive data for each property, organized into logical categories. Understanding these fields enables sophisticated analysis and application development.

Core Property Identifiers

ID and Listing ID serve as unique identifiers for each property listing. These are essential for tracking properties over time, detecting duplicates, and building relational databases. Reference provides the agent's internal reference number, useful when contacting brokers.

Property Type and Property Type ID classify the property (apartment, villa, townhouse, penthouse). The ID field provides a standardized numeric identifier for database storage, while the text field is human-readable.

Pricing and Financial Information

Price shows the listing price in AED. For rental properties, this is typically annual rent, though some listings may show monthly rates. Utilities Price Type indicates whether utilities are included in the rent or paid separately, critical information for accurate cost calculations.

Payment Method describes accepted payment structures (cheques, cash, bank transfer). In the UAE market, rental payments are commonly made in 1-4 cheques annually, and this field captures those arrangements.

Lead Value represents PropertyFinder.ae's internal assessment of the listing's lead generation potential, based on factors like price competitiveness, location desirability, and listing quality.

Location Intelligence

Location provides the formatted address or area name. Location Tree is particularly valuable—it contains the hierarchical location structure (Country > Emirate > Community > Sub-community), enabling geographic aggregation and neighborhood-level analysis.

This hierarchical data allows you to answer questions like "What's the average rent in Dubai Marina?" or "How many villas are available in Emirates Hills?" by rolling up data at different geographic levels.

Property Specifications

Bedrooms and Bathrooms indicate the number of rooms. Bedrooms Value and Bathrooms Value provide numeric representations, handling special cases like studio apartments (0 bedrooms).

Size shows the property area, typically in square feet for the UAE market. This field is crucial for calculating price per square foot, a key metric in real estate analysis.

Furnished indicates furnishing status (furnished, unfurnished, partly furnished), important for rental properties where this significantly affects pricing.

Visual and Marketing Content

Images contains an array of image URLs showing the property. Images Count provides a quick metric—listings with more professional photos typically perform better and may indicate more serious sellers or higher-end properties.

Video URL links to property video tours when available. Has View 360 indicates if virtual tour functionality exists, increasingly important in the post-pandemic market.

Agent and Broker Information

Agent contains detailed information about the listing agent, including name, contact details, and profile. Broker identifies the real estate agency managing the property. This data is essential for competitive intelligence and understanding market share by agency.

Is Broker Project Property indicates if the listing is part of a larger development project managed by the broker, often signaling new construction or exclusive development rights.

Verification and Trust Indicators

Is Verified shows whether PropertyFinder.ae has verified the listing's authenticity. Verified listings typically receive higher visibility and trust from users.

Is Direct From Developer flags properties listed directly by developers rather than through agents, often indicating new construction with potential early buyer incentives.

Rera contains the Dubai Land Department registration number, a legal requirement for legitimate property listings in Dubai. Presence of this number indicates regulatory compliance.

Listing Status and Availability

Is Available indicates current availability status. Completion Status shows whether the property is ready (completed), under construction, or in planning stages—critical for off-plan property analysis.

Listed Date provides the initial listing timestamp, enabling time-on-market calculations. Properties with longer listing durations may indicate overpricing or specific challenges.

Is New Construction and Is New Insert flag newly built properties and recently added listings respectively, useful for tracking fresh inventory.

Premium Features and Visibility

PropertyFinder.ae offers various promotional features that boost listing visibility:

Is Featured, Is Premium, Is Spotlight Listing, and Is Smart Ad indicate different paid promotion tiers. These flags help identify which listings receive enhanced visibility, affecting their performance and the seller's marketing investment level.

Listing Level and Listing Level Label categorize the promotional package (e.g., Basic, Premium, Premium+), with higher tiers receiving prominent placement in search results.

Rank Score and Ranking Factors reveal PropertyFinder.ae's internal ranking algorithm, showing how the platform prioritizes listings in search results based on factors like listing quality, agent performance, and user engagement.

Property Features and Amenities

Amenities contains a structured list of property features. Amenity Names provides human-readable labels for these features (swimming pool, gym, parking, security, etc.).

These amenities significantly impact property values and rental potential. Properties with premium amenities like pools, gyms, or beachfront access command higher prices, and this data enables amenity-based pricing analysis.

Market Positioning Indicators

Is Exclusive indicates if the agent has exclusive marketing rights. Is PF Exclusive shows if the listing is exclusively on PropertyFinder.ae, not on competing platforms.

Under Offer By Competitor flags properties where competing agents have submitted offers, indicating high demand properties.

Is Community Expert identifies agents designated as experts in specific communities, typically having extensive local knowledge and inventory.

Is CTS (Coming to Sale) indicates properties not yet officially on market but pre-announced for sale.

Lead Generation Metadata

Contact Options details available contact methods (phone, WhatsApp, email, contact form). Is Claimed By Agent shows if the agent actively manages their PropertyFinder.ae profile.

Live Viewing indicates if instant viewing scheduling is available, a feature that typically increases conversion rates.

Technical and Routing Information

Share URL provides the shareable link to the property listing. Details Path shows the URL path structure.

Category ID and Offering Type provide additional categorization dimensions for database organization.

Rsp, Rss, Qs are internal PropertyFinder.ae parameters related to search ranking and quality scoring, useful for understanding platform algorithms.

Client and Is FHM relate to PropertyFinder.ae's internal client management systems.

Example Output Structure

[
  {
  "id": "15709437",
  "category_id": 2,
  "property_type": "Apartment",
  "price": {
    "value": 120000,
    "currency": "AED",
    "period": "yearly",
    "is_hidden": false
  },
  "title": "Bright | Spacious 1BR | Next to Dubai Opera",
  "location": {
    "id": "2750",
    "full_name": "Standpoint Tower 1, Standpoint Towers, Downtown Dubai, Dubai",
    "coordinates": {
      "lat": 25.19639778137207,
      "lon": 55.27100372314453
    },
    "slug": "downtown-dubai-standpoint-towers-standpoint-tower-1",
    "path": "1.41.612.2750",
    "type": "TOWER",
    "name": "Standpoint Tower 1",
    "path_name": "Dubai, Downtown Dubai, Standpoint Towers"
  },
  "images": [
    {
      "small": "https://www.propertyfinder.ae/property/9b926ba800959f0232d5407471e9ad4d/416/272/MODE/126bcf/15709437-78f84o.jpg?ctr=ae",
      "medium": "https://www.propertyfinder.ae/property/9b926ba800959f0232d5407471e9ad4d/668/452/MODE/a0daee/15709437-78f84o.jpg?ctr=ae",
      "classification_label": ""
    }
  ],
  "agent": {
    "id": "292680",
    "image": "https://www.propertyfinder.ae/images/pf_agent/picture/56287a664ff8ca1048fcf61f11857af545e333fa/desktop",
    "is_super_agent": true,
    "name": "Elise Staniland",
    "user_id": 141064,
    "email": "elise.staniland@bhomes.com",
    "languages": [
      "English"
    ],
    "slug": "elise-staniland"
  },
  "broker": {
    "id": "2593",
    "logo": "https://www.propertyfinder.ae/broker/0/178/98/MODE/259e1e/2593-49d1eo.jpg?ctr=ae",
    "name": "betterhomes - Business Bay",
    "address": "Office Floor 42, Building Vision Tower, Business Bay, Al A'amal Street, Dubai, PO Box 29726",
    "email": "customercare+adminbb@bhomes.com",
    "phone": "+97144081000",
    "slug": "betterhomes-business-bay"
  },
  "is_verified": true,
  "is_direct_from_developer": false,
  "is_new_construction": false,
  "is_available": true,
  "is_featured": false,
  "is_premium": true,
  "is_new_insert": false,
  "utilities_price_type": "notSelected",
  "live_viewing": null,
  "is_community_expert": false,
  "is_cts": false,
  "bedrooms": "1",
  "bathrooms": "2",
  "size": {
    "value": 792,
    "unit": "sqft"
  },
  "share_url": "https://www.propertyfinder.ae/en/plp/rent/apartment-for-rent-dubai-downtown-dubai-standpoint-towers-standpoint-tower-1-15709437.html",
  "reference": "BH-R-212697",
  "listed_date": "2025-11-26T04:58:12Z",
  "contact_options": [
    {
      "type": "email",
      "value": "elise.staniland@bhomes.com",
      "link": "mailto:elise.staniland@bhomes.com",
      "is_did": false
    },
    {
      "type": "phone",
      "value": "+97144090911",
      "link": "tel:+97144090911",
      "is_did": false
    },
    {
      "type": "whatsapp",
      "value": "+97145560345",
      "link": "https://api.whatsapp.com/send?phone=+97145560345&text=Hello%2C%0AI+would+like+to+get+more+information+about+this+property%3A+%0A+%0AReference%3A+BH-R-212697%0AType%3A+Apartment%0APrice%3A+120%2C000+AED%2Fyear+%0ALocation%3A+Standpoint+Tower+1+%0ALink%3A+https%3A%2F%2Fwww.propertyfinder.ae%2Fto%2F15709437%2Fen+%0A+%0AAny+changes+made+to+this+message+will+result+in+the+enquiry+not+being+sent+to+the+agent.",
      "is_did": false
    }
  ],
  "images_count": 12,
  "amenities": [],
  "completion_status": "",
  "furnished": "NO",
  "property_type_id": 1,
  "has_view_360": false,
  "rsp": 0,
  "rss": 0,
  "qs": 100,
  "is_exclusive": false,
  "is_broker_project_property": false,
  "rera": "7195871210",
  "offering_type": "Residential for Rent",
  "video_url": "",
  "is_smart_ad": false,
  "is_spotlight_listing": true,
  "is_claimed_by_agent": false,
  "is_under_offer_by_competitor": false,
  "listing_level": "premium",
  "listing_level_label": "premium",
  "location_tree": [
    {
      "id": "1",
      "name": "Dubai",
      "type": "CITY",
      "slug": "dubai",
      "slug_en": "dubai",
      "level": "0"
    },
    {
      "id": "41",
      "name": "Downtown Dubai",
      "type": "COMMUNITY",
      "slug": "downtown-dubai",
      "slug_en": "downtown-dubai",
      "level": "1"
    },
    {
      "id": "612",
      "name": "Standpoint Towers",
      "type": "SUBCOMMUNITY",
      "slug": "downtown-dubai-standpoint-towers",
      "slug_en": "downtown-dubai-standpoint-towers",
      "level": "2"
    },
    {
      "id": "2750",
      "name": "Standpoint Tower 1",
      "type": "TOWER",
      "slug": "downtown-dubai-standpoint-towers-standpoint-tower-1",
      "slug_en": "downtown-dubai-standpoint-towers-standpoint-tower-1",
      "level": "3"
    }
  ],
  "description": "Ramona from Betterhomes is delighted to present this beautiful 1-bedroom apartment for rent in the very heart of Downtown Dubai, just steps away from the iconic Dubai Opera. Located in the prestigious Standpoint Tower, this bright and spacious unit offers exceptional comfort and convenience for those seeking a stylish urban lifestyle.\n\nThe apartment features a large and well-planned layout, with floor-to-ceiling windows that fill the home with natural light throughout the day. The open living and dining area provides the perfect space for relaxing or entertaining, while the generously sized bedroom offers comfort and privacy. The unit comes unfurnished, giving tenants the flexibility to design their home to suit their personal taste.\n\nStandpoint Tower is known for its premium facilities, excellent security, and unbeatable location. Residents can enjoy world-class amenities including a swimming pool, fully equipped gym, beautiful lobby, and walking access to Downtown’s top attractions.\n\nProperty Features:\n\nSpacious 1 Bedroom\n\nBright, open layout\n\nFloor-to-ceiling windows\n\nUnfurnished\n\nPrime location next to Dubai Opera\n\nWalking distance to Burj Khalifa & Dubai Mall\n\nModern tower with top-class facilities\n\nReady to move in\n\nThis is the perfect home for those who want to experience Downtown Dubai living at its finest-close to culture, lifestyle, dining, shopping, and the vibrant boulevard.\n\nFor viewing appointments or more details, please contact Ramona – Betterhomes.",
  "amenity_names": [],
  "payment_method": [],
  "lead_value": 1000,
  "details_path": "/en/plp/rent/apartment-for-rent-dubai-downtown-dubai-standpoint-towers-standpoint-tower-1-15709437.html",
  "rank_score": 0,
  "bedrooms_value": 1,
  "bathrooms_value": 2,
  "ranking_factors": "7RlxjUDIScjtC5UUQVGBbhaqah9mfEqVpE6AfQ==",
  "is_pf_exclusive": false,
  "listing_id": "dummy-listing-id-15709437",
  "client": {
    "id": "2465",
    "logo": "https://www.propertyfinder.ae/broker/0/178/98/MODE/259e1e/2593-49d1eo.jpg?ctr=ae",
    "name": "betterhomes - Business Bay",
    "address": "Office Floor 42, Building Vision Tower, Business Bay, Al A'amal Street, Dubai, PO Box 29726",
    "email": "customercare+adminbb@bhomes.com",
    "phone": "+97144081000",
    "slug": "betterhomes-business-bay"
  },
  "is_fhm": false,
  "from_url": "https://www.propertyfinder.ae/en/search?l=1&c=2&fu=0&rp=y&ob=mr"
}
]

Step-by-Step Implementation Guide

Start by identifying your target property segments on PropertyFinder.ae. Use the website's search filters to narrow down by location, property type, price range, and other criteria. Once you have the desired search results, copy the URL from your browser.

For multiple segments, repeat this process for each target market. For example, if analyzing the Dubai rental market, create separate URLs for different areas (Dubai Marina, Downtown, JBR) and property types (apartments vs. villas).

Configure your input JSON with collected URLs and appropriate settings. For initial testing, set max_items_per_url to 10-20 to verify data quality before scaling up. Enable ignore_url_failures to ensure robustness when processing large URL batches.

Launch the scraper through the Apify platform. Monitor the initial run to verify that data extraction is working correctly. Check a few sample outputs to ensure all desired fields are populated and formatting is correct.

Once satisfied with data quality, scale up by increasing max_items_per_url or adding more URLs. For large-scale operations, consider scheduling regular scrapes (daily or weekly) to maintain a fresh property database.

Download results in JSON format for programmatic processing or CSV for spreadsheet analysis. JSON preserves the hierarchical structure of location data and amenities arrays, while CSV flattens the data for simpler analysis tools.

Error Handling Best Practices

If specific URLs fail consistently, verify they're search result pages, not individual property pages. Check that URL parameters are valid and the search actually returns results on PropertyFinder.ae's website.

For partial failures during large scrapes, the ignore_url_failures setting ensures you still collect data from successful URLs. Review the activity log to identify patterns in failures and adjust your URL list accordingly.

Rate limiting issues are rare with proper proxy configuration, but if they occur, reduce the number of concurrent requests or spread your scraping across multiple runs.

Strategic Applications for UAE Real Estate Market

Market Analysis and Pricing Intelligence: Aggregate pricing data across neighborhoods to identify overpriced and undervalued properties. Calculate average price per square foot by area, property type, and amenities. Track pricing trends over time to identify emerging investment opportunities or market cooling.

Competitive Intelligence for Agencies: Monitor competitor listings, pricing strategies, and inventory levels. Identify which agents dominate specific communities and what marketing features they use. Analyze listing quality metrics (photos, descriptions, verification status) to benchmark your own listings.

Investment Opportunity Identification: Filter for properties with specific criteria (e.g., verified listings, direct from developer, waterfront amenities) that match investment strategies. Track new construction projects by monitoring developer listings. Identify properties with extended time-on-market that may present negotiation opportunities.

Geographic Market Mapping: Visualize property inventory using the latitude/longitude data embedded in location trees. Create heat maps showing rental yields, price distributions, or availability by area. Identify emerging neighborhoods by tracking new listing concentration.

Agent Performance Analysis: Evaluate agent activity levels, average listing prices, and verification rates. Identify top-performing agents in specific communities for partnership or recruitment opportunities. Analyze which brokerages have the most premium listings or exclusive properties.

Amenity-Based Valuation Modeling: Build regression models predicting property prices based on size, location, and amenities. Quantify the price premium for specific features like pools, gyms, or sea views. Identify undervalued properties that have premium amenities but below-market pricing.

Supply-Demand Dynamics: Track listing velocity by measuring time-on-market across different segments. Monitor inventory levels in specific areas to identify oversupply or tight markets. Analyze completion status distribution to understand the balance between ready properties and off-plan projects.

Data Quality and Maintenance Strategies

Establish regular scraping schedules to maintain data freshness. Real estate markets move quickly, and listings change daily. Weekly scrapes capture most market movements while balancing computational costs.

Implement data validation pipelines to check for anomalies. Verify that prices fall within reasonable ranges for each area and property type. Flag listings with missing critical fields (price, location, size) for manual review.

Maintain historical archives to enable trend analysis. Store each scrape with timestamps, allowing you to track how individual listings evolve, when they're removed, and overall market trajectory.

Cross-reference with other data sources when possible. Combine PropertyFinder.ae data with Bayut, Dubizzle Properties, or official Dubai Land Department statistics to validate trends and fill data gaps.

Build deduplication logic to handle properties listed by multiple agents. Use reference numbers, addresses, and image similarity to identify duplicates and determine canonical listings.

Enrich scraped data with additional context. Geocode locations to precise coordinates, add neighborhood demographic data, or integrate proximity to schools, metros, and amenities using external APIs.

Conclusion

The PropertyFinder.ae Property Search Scraper provides comprehensive access to the UAE's largest property database, enabling sophisticated market analysis and business intelligence. Whether optimizing agency operations, identifying investment opportunities, or conducting market research, this tool delivers the structured data needed for data-driven real estate decisions in the dynamic Emirates property market.