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Propertyfinder Property Details Scraper

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$20.00/month + usage

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Propertyfinder Property Details Scraper

Propertyfinder Property Details Scraper

Scrape comprehensive property listings from PropertyFinder.ae, the UAE's leading real estate platform. Extract detailed property information including prices, locations, agent details, amenities, floor plans, and market analytics. Perfect for real estate agencies, property investors, market research

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$20.00/month + usage

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PropertyFinder.ae Property Details Scraper: Extract Complete UAE Real Estate Data

Excerpt: Scrape comprehensive property listings from PropertyFinder.ae, the UAE's leading real estate platform. Extract detailed property information including prices, locations, agent details, amenities, floor plans, and market analytics. Perfect for real estate agencies, property investors, market researchers, and PropTech companies analyzing Dubai and UAE property markets.

Understanding PropertyFinder.ae and Its Role in UAE Real Estate

PropertyFinder.ae stands as the Middle East's largest property portal, dominating the UAE real estate market with millions of property listings across Dubai, Abu Dhabi, Sharjah, and other emirates. Unlike generic classified sites, PropertyFinder specializes exclusively in real estate, providing verified listings from licensed brokers, developers, and agents regulated by Dubai's Real Estate Regulatory Authority (RERA).

The platform serves as the primary discovery channel for UAE property seekers—whether expatriates searching for rentals, investors analyzing yields, or developers monitoring competitive pricing. PropertyFinder's data reflects real-time market conditions: rental rates, sales prices, popular neighborhoods, amenity trends, and broker activity patterns that drive billions of dirhams in annual transactions.

Individual property detail pages contain information impossible to obtain from search results alone: complete descriptions, verified agent credentials, RERA permit numbers, floor plans, 360-degree virtual tours, rental availability dates, payment methods, similar transaction data, and premium listing indicators. For real estate professionals, this granular intelligence enables precise market analysis, competitive positioning, and investment decisions.

Manually collecting property data across thousands of listings—copying descriptions, downloading images, tracking agent details, noting amenities—would consume weeks of effort. The PropertyFinder.ae Property Details Scraper automates this entire workflow, transforming individual property URLs into structured datasets ready for CRM integration, market analysis, or investment modeling.

What This Scraper Extracts and Who Should Use It

The PropertyFinder.ae Property Details Scraper processes individual property listing URLs—the detailed pages users see when clicking on a property from search results. Unlike search scrapers that collect property cards, this tool extracts complete property information including descriptions, specifications, agent details, and market intelligence.

Comprehensive Data Extraction:

Property Fundamentals: ID, title, property type (apartment, villa, townhouse), category (residential, commercial), offering type (rent/sale), price, size (square feet/meters), bedrooms, bathrooms, and location hierarchy enable basic property classification and comparison.

Verification & Quality Indicators: "Is Verified," "Is Direct From Developer," "Is Exclusive," "PF Exclusive," and RERA permit numbers signal listing authenticity and quality—critical for filtering trustworthy opportunities from thousands of postings.

Premium Listing Flags: "Is Featured," "Is Premium," "Spotlight Listing," "Is Smart Ad," and listing level/label identify promoted properties where brokers invest marketing budgets, indicating serious sellers and competitive properties.

Agent & Broker Intelligence: Complete agent information including name, license number, broker affiliation, contact options, "Is Community Expert" status, and whether the listing is "Claimed by Agent" provides crucial trust signals and networking opportunities.

Property Status: "Is Available," "Is New Construction," "Completion Status," "Is New Insert," "Under Offer by Competitor," and rental availability date reveal market timing, development pipelines, and competitive pressure.

Visual Assets: High-resolution images (with count), 360-degree virtual tours, video IDs, and floor plans provide marketing materials and enable visual property analysis at scale.

Detailed Specifications: Furnished status, amenities list, utilities price type, payment methods accepted, reference numbers, and zone names deliver the granular details that differentiate properties within the same price range.

Market Analytics: Similar price transactions, lead value estimates, listing dates, view counts, and client type (individual vs. corporate) offer rare market intelligence for benchmarking and investment analysis.

Location Hierarchy: Complete location tree from emirate to community to sub-community enables geographic segmentation and neighborhood-level market analysis.

Target Users:

Real Estate Agencies build comprehensive property databases, track competitor listings, and identify high-value leads through premium listing indicators. Property Investors analyze market trends, identify undervalued properties, compare similar transactions, and calculate investment yields across neighborhoods. Market Research Firms conduct pricing studies, track development pipelines, analyze broker market share, and forecast demand patterns. PropTech Companies power property recommendation engines, automated valuation models, and lead generation platforms with detailed property data. Developers monitor competitive projects, benchmark amenities and pricing, and identify white-space opportunities in saturated markets.

Input Configuration: Targeting Property Detail Pages

The scraper processes individual property listing URLs from PropertyFinder.ae—the detailed pages displaying complete property information, not search result pages. Understanding the URL structure and input parameters ensures successful data extraction.

Example Input Configuration:

{
"proxy": {
"useApifyProxy": false
},
"urls": [
"https://www.propertyfinder.ae/en/plp/rent/apartment-for-rent-dubai-downtown-dubai-standpoint-towers-standpoint-tower-1-15709437.html"
]
}

Example Screenshot:

Understanding Input Parameters:

proxy configuration: Controls how the scraper accesses PropertyFinder. Setting useApifyProxy: false means the scraper uses direct connections without proxy routing. For most use cases with PropertyFinder, direct access works reliably. However, if you encounter blocking or rate limiting when scraping hundreds of properties, enable Apify's residential proxies by setting useApifyProxy: true and adding appropriate proxy groups and country settings.

Why proxy might not be needed: PropertyFinder.ae generally allows reasonable scraping activity for legitimate research purposes. The platform wants properties to be discoverable. However, aggressive scraping (thousands of requests in minutes) may trigger rate limits.

When to enable proxies: If processing 500+ property URLs in a single run, experiencing consistent request failures, or scraping during peak hours when the site experiences heavy traffic. Residential proxies from UAE (apifyProxyCountry: "AE") can improve reliability and access region-specific content.

urls array: Contains individual property detail page URLs. Each URL follows PropertyFinder's standardized format: https://www.propertyfinder.ae/en/plp/[offering-type]/[detailed-location-path]-[property-id].html

URL Structure Breakdown:

  • /en/ - Language (English; Arabic available as /ar/)
  • /plp/ - Property listing page identifier
  • rent or buy - Offering type
  • apartment-for-rent-dubai-downtown-dubai-standpoint-towers-standpoint-tower-1 - SEO-friendly location hierarchy and property name
  • 15709437 - Unique property listing ID (critical identifier)
  • .html - File extension

Collecting Property URLs: Use PropertyFinder.ae search scrapers to gather property URLs from search results, manually browse and copy URLs for targeted properties, or export URLs from saved searches and favorites. Organize URLs in spreadsheets before batch processing.

Input URL Requirements:

  • Must be property detail pages, not search results or broker profile pages
  • URLs should be active listings (recently posted or currently available)
  • Both English (/en/) and Arabic (/ar/) URLs work, though output will reflect the accessed language version
  • The property ID at the end is the unique identifier—even if other URL parts change, the ID remains constant

Pro Tips:

  • Test with 5-10 URLs before large batch runs to verify data quality
  • Expired or removed listings will return errors—expect 5-10% URL failure rates on older datasets
  • PropertyFinder updates listings frequently; scrape the same URLs weekly to track price changes and status updates
  • Save both the URL and property ID when collecting URLs—IDs allow you to reconstruct URLs even if PropertyFinder changes URL structure

Complete Output Structure: Understanding Every Data Field

The scraper returns comprehensive JSON data for each property listing. Understanding what each field represents and how to leverage it ensures maximum value from scraped data.

ID: PropertyFinder's unique numeric identifier for the listing (e.g., 15709437). Purpose: Primary key for databases, deduplication when merging datasets, tracking specific properties over time, constructing URLs programmatically.

Category ID: Numeric code classifying broad property category (residential, commercial, industrial). Purpose: High-level filtering, market segmentation between residential and commercial real estate.

Property Type: Specific property classification (apartment, villa, townhouse, penthouse, office, retail, warehouse). Purpose: Detailed property categorization, filtering by type, analyzing type-specific market trends, matching buyer/renter preferences.

Price: Listing price in AED (United Arab Emirates Dirham). Purpose: Primary financial metric for valuation, price comparison, identifying undervalued properties, calculating market averages, tracking price trends over time.

Title: Property listing headline as written by agent/broker. Purpose: Display in UIs, quick property identification, analyzing listing copywriting effectiveness, extracting location/type info when other fields incomplete.

Location: Primary location string (usually neighborhood/community name). Purpose: Geographic filtering, location-based analysis, simple address display when location tree not needed.

Images: Array of high-resolution image URLs. Purpose: Visual property display in applications, image analysis (identifying luxury features), downloading property photos for presentations, assessing visual quality of listings.

Agent: Object containing agent name, ID, and profile information. Purpose: Agent performance tracking, building agent databases, identifying top producers, contacting listing agents, analyzing agent specializations.

Broker: Brokerage company information including name and license details. Purpose: Broker market share analysis, identifying reputable agencies, partnership opportunities, tracking which brokers dominate specific markets.

Is Verified: Boolean indicating PropertyFinder has verified the listing authenticity. Purpose: Quality filtering (prioritize verified listings), trust scoring, reducing fraud risk, identifying professional brokers.

Is Direct From Developer: Boolean showing if listing comes directly from property developer. Purpose: Identifying new projects, developer pricing analysis, filtering primary market opportunities, avoiding broker commissions.

Is New Construction: Boolean indicating recently completed or under-construction property. Purpose: Tracking development pipeline, investment timing analysis, identifying emerging neighborhoods, filtering move-in-ready vs. future delivery.

Is Available: Boolean showing current availability status. Purpose: Filtering active opportunities, tracking how quickly properties move off market, identifying stale listings for negotiation.

Is Featured / Is Premium / Is New Insert: Premium listing tier indicators. Purpose: Identifying competitively marketed properties, analyzing broker marketing spend, prioritizing high-quality listings, understanding seller urgency.

Utilities Price Type: How utilities are charged (included, excluded, DEWA, etc.). Purpose: True cost calculation, comparing all-inclusive vs. base rent, filtering by utility preference, budgeting accuracy.

Live Viewing: Boolean indicating if property offers live virtual tours. Purpose: Remote property viewing capability, identifying tech-forward brokers, filtering by viewing preference, COVID-era property search enhancement.

Is Community Expert: Boolean showing if agent specializes in this specific community. Purpose: Identifying neighborhood specialists, accessing local market knowledge, higher-quality service expectations.

Is CTS: Corporate Tenancy Specialist indicator. Purpose: Filtering corporate-suitable properties, identifying bulk rental opportunities, B2B partnership identification.

Bedrooms / Bathrooms: Count of bedrooms and bathrooms. Purpose: Fundamental filtering criteria, per-bedroom pricing analysis, household size matching, market segmentation (studios vs. family units).

Size: Property area in square feet or square meters. Purpose: Price-per-square-foot calculations, size-based filtering, space efficiency analysis, comparing similar-sized properties.

Share URL: Direct link to property listing. Purpose: Sharing opportunities with clients, verification, social media posting, email marketing campaigns.

Reference: Broker's internal reference number. Purpose: Cross-referencing with broker systems, tracking properties across multiple platforms, professional communication with agents.

Listed Date: When property was posted to PropertyFinder. Purpose: Freshness indicator, time-on-market calculation, identifying stale listings for negotiation, seasonal listing pattern analysis.

Contact Options: Available methods to reach agent (phone, email, WhatsApp, form). Purpose: Lead generation optimization, preferred communication channel analysis, contact strategy development.

Images Count: Total number of property photos. Purpose: Visual presentation quality indicator, filtering well-documented properties, correlating photo count with faster sales.

Amenities: Array of property and community amenities (pool, gym, parking, security, etc.). Purpose: Amenity-based filtering, lifestyle matching, competitive amenity analysis, premium feature identification.

Completion Status: Development stage (ready, off-plan, under construction). Purpose: Investment timing decisions, filtering by delivery readiness, development risk assessment, payment plan eligibility.

Furnished: Furnishing status (furnished, unfurnished, semi-furnished). Purpose: Move-in cost estimation, tenant type targeting (expats prefer furnished), filtering by furnishing preference.

Property Type ID: Numeric code for property type (more granular than category). Purpose: Precise property classification, database joins, filtering by specific types.

View 360: URL to 360-degree virtual tour if available. Purpose: Immersive property viewing, remote decision-making, virtual staging analysis, modern listing identification.

Rsp / Rss / Qs: PropertyFinder internal ranking metrics (Relevance Score Property, etc.). Purpose: Understanding platform's listing prioritization, identifying algorithmically-favored properties, competitive SEO insights.

Is Exclusive: Boolean indicating PropertyFinder-exclusive listing. Purpose: Identifying unique opportunities not available elsewhere, broker partnership indicators, competitive advantage properties.

Is Broker Project Property: Boolean showing if property part of broker's development project. Purpose: Identifying broker-developer relationships, investment project opportunities, bulk purchase possibilities.

Rera: RERA (Real Estate Regulatory Authority) permit number. Purpose: Regulatory compliance verification, legitimate listing confirmation, government record cross-referencing, fraud prevention.

Offering Type: "Rent" or "Sale" classification. Purpose: Market segmentation, filtering by transaction type, separate rental and sales market analysis.

Video ID: YouTube or proprietary video ID if property video available. Purpose: Video marketing content, enhanced property presentations, engagement quality indicator.

Is Smart Ad: Boolean for AI-optimized advertisement. Purpose: Identifying algorithmically-optimized listings, tracking PropTech adoption, prioritizing high-tech broker relationships.

Spotlight Listing: Premium placement indicator. Purpose: Top-tier marketing investment signal, seller urgency indicator, competitive property identification.

Claimed by Agent: Boolean showing if specific agent has claimed/verified the listing. Purpose: Accountability indicator, authentic contact assurance, reducing fake listings.

Under Offer by Competitor: Boolean indicating other agents have submitted offers. Purpose: Competitive pressure signal, negotiation urgency, hot property identification.

Listing Level / Listing Level Label: Tiered ranking system (basic, silver, gold, platinum). Purpose: Visual premium indicator, broker investment analysis, prioritization logic.

Location Tree: Hierarchical location array from emirate to sub-community. Purpose: Detailed geographic analysis, neighborhood-level filtering, location-based market segmentation, mapping applications.

Description: Full property description written by agent. Purpose: Complete property context, keyword extraction for amenity mining, copywriting quality analysis, NLP sentiment analysis.

Rental Availability Date: When rental property becomes available. Purpose: Timing tenant search, filtering by move-in date, understanding market supply timing.

Payment Method: Accepted payment structures (cash, cheques, bank transfer, installments). Purpose: Financial planning, payment flexibility analysis, filtering by payment preference.

Floor Plans: Array of floor plan image URLs. Purpose: Space layout analysis, room configuration understanding, architectural quality assessment, visual marketing materials.

Lead Value: PropertyFinder's estimated lead quality/value score. Purpose: Prioritizing high-value opportunities, ROI estimation for paid leads, agent response optimization.

Similar Price Transactions: Historical transaction data for comparable properties. Purpose: Valuation validation, price negotiation benchmarks, market pricing verification, investment analysis.

Agent License No: Government-issued agent license number. Purpose: Regulatory verification, agent legitimacy confirmation, cross-checking with RERA database.

Share URL Translated: Language-alternate version of share URL. Purpose: Multilingual marketing, Arabic market access, expat vs. local targeting.

Zone Name: Specific zone within community (Zone A, Zone B, etc.). Purpose: Micro-location analysis, phase-specific pricing, understanding development sections.

Bedrooms Value / Bathrooms Value: String representations potentially including "Studio" or "6+". Purpose: Handling non-standard bedroom counts, text-based filtering, display formatting.

Licenses: Array of all applicable license numbers (broker, agent, RERA permits). Purpose: Comprehensive regulatory verification, multi-license validation, compliance auditing.

PF Exclusive: Boolean for PropertyFinder-exclusive relationship properties. Purpose: Partnership depth indicator, exclusive inventory access, competitive advantage opportunities.

Listing ID: Alternative listing identifier (may differ from primary ID). Purpose: Legacy system compatibility, cross-platform tracking, backup identifier.

Client: Client type posting the listing (individual owner, agency, developer). Purpose: Source analysis, negotiation strategy (direct owners more flexible), filtering by seller type.

Is FHM: First Home Mortgage eligibility indicator. Purpose: Identifying properties suitable for UAE first-time buyer programs, financing eligibility filtering.

Sample Output:

[
{
"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": {
"property": [
{
"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",
"full": "https://www.propertyfinder.ae/property/9b926ba800959f0232d5407471e9ad4d/1312/894/MODE/fca9b3/15709437-78f84o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/9b926ba800959f0232d5407471e9ad4d/260/185/MODE/7ee048/15709437-78f84o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/fd12abeed9dab499e7657532dea02953/416/272/MODE/1062ba/15709437-7b892o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/fd12abeed9dab499e7657532dea02953/668/452/MODE/1c1159/15709437-7b892o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/fd12abeed9dab499e7657532dea02953/1312/894/MODE/79cde0/15709437-7b892o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/fd12abeed9dab499e7657532dea02953/260/185/MODE/3d55bd/15709437-7b892o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/6eff0ea4f1b26ecaf5ad7f281e7ed8cd/416/272/MODE/4e18cd/15709437-0c47eo.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/6eff0ea4f1b26ecaf5ad7f281e7ed8cd/668/452/MODE/fe3537/15709437-0c47eo.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/6eff0ea4f1b26ecaf5ad7f281e7ed8cd/1312/894/MODE/466da7/15709437-0c47eo.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/6eff0ea4f1b26ecaf5ad7f281e7ed8cd/260/185/MODE/4eb3c7/15709437-0c47eo.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/069e532a22da6e580aded283a4db4512/416/272/MODE/2132aa/15709437-3cf5ao.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/069e532a22da6e580aded283a4db4512/668/452/MODE/a4e779/15709437-3cf5ao.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/069e532a22da6e580aded283a4db4512/1312/894/MODE/7ec3ea/15709437-3cf5ao.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/069e532a22da6e580aded283a4db4512/260/185/MODE/83fd71/15709437-3cf5ao.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/854336e1b8daaa757465657aaa588f50/416/272/MODE/ec2f3b/15709437-16fb4o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/854336e1b8daaa757465657aaa588f50/668/452/MODE/0b381f/15709437-16fb4o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/854336e1b8daaa757465657aaa588f50/1312/894/MODE/167fff/15709437-16fb4o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/854336e1b8daaa757465657aaa588f50/260/185/MODE/0bdaec/15709437-16fb4o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/ec499bc1cbf8af7fe72692b783a920dd/416/272/MODE/37a945/15709437-3d313o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/ec499bc1cbf8af7fe72692b783a920dd/668/452/MODE/8b7048/15709437-3d313o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/ec499bc1cbf8af7fe72692b783a920dd/1312/894/MODE/9fd80c/15709437-3d313o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/ec499bc1cbf8af7fe72692b783a920dd/260/185/MODE/257ad6/15709437-3d313o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/7375211e59e96558feaf3c96afd6bfae/416/272/MODE/150ab4/15709437-1c636o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/7375211e59e96558feaf3c96afd6bfae/668/452/MODE/f0e06c/15709437-1c636o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/7375211e59e96558feaf3c96afd6bfae/1312/894/MODE/c6e2be/15709437-1c636o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/7375211e59e96558feaf3c96afd6bfae/260/185/MODE/5ae85c/15709437-1c636o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/89d29f15c7f9d41c7540bb62c66f7080/416/272/MODE/3d3201/15709437-6c455o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/89d29f15c7f9d41c7540bb62c66f7080/668/452/MODE/d22db9/15709437-6c455o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/89d29f15c7f9d41c7540bb62c66f7080/1312/894/MODE/1e6a1c/15709437-6c455o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/89d29f15c7f9d41c7540bb62c66f7080/260/185/MODE/5bce81/15709437-6c455o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/16432e8f4895cc89e2c50ac5ec9a43b5/416/272/MODE/650b79/15709437-21ff3o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/16432e8f4895cc89e2c50ac5ec9a43b5/668/452/MODE/4b89ba/15709437-21ff3o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/16432e8f4895cc89e2c50ac5ec9a43b5/1312/894/MODE/62c414/15709437-21ff3o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/16432e8f4895cc89e2c50ac5ec9a43b5/260/185/MODE/6ae3d7/15709437-21ff3o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/295a7bca772563a239880ac51044ce95/416/272/MODE/d97963/15709437-f7ed9o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/295a7bca772563a239880ac51044ce95/668/452/MODE/dd5e69/15709437-f7ed9o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/295a7bca772563a239880ac51044ce95/1312/894/MODE/21949c/15709437-f7ed9o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/295a7bca772563a239880ac51044ce95/260/185/MODE/bb2275/15709437-f7ed9o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/2dbee6f00717c918f9d60f51cbcb5239/416/272/MODE/7223a3/15709437-e4941o.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/2dbee6f00717c918f9d60f51cbcb5239/668/452/MODE/664347/15709437-e4941o.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/2dbee6f00717c918f9d60f51cbcb5239/1312/894/MODE/4900f9/15709437-e4941o.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/2dbee6f00717c918f9d60f51cbcb5239/260/185/MODE/ef08e7/15709437-e4941o.jpg?ctr=ae"
},
{
"small": "https://www.propertyfinder.ae/property/ac6dc3ffe28d90f842933a654fa97282/416/272/MODE/1a8d93/15709437-ad6eao.jpg?ctr=ae",
"medium": "https://www.propertyfinder.ae/property/ac6dc3ffe28d90f842933a654fa97282/668/452/MODE/132d6e/15709437-ad6eao.jpg?ctr=ae",
"full": "https://www.propertyfinder.ae/property/ac6dc3ffe28d90f842933a654fa97282/1312/894/MODE/89d40c/15709437-ad6eao.jpg?ctr=ae",
"classification_label": "",
"thumbnail": "https://www.propertyfinder.ae/property/ac6dc3ffe28d90f842933a654fa97282/260/185/MODE/6f64e4/15709437-ad6eao.jpg?ctr=ae"
}
],
"community": [
{
"full": "https://pf-graph-images-production.s3.ap-southeast-1.amazonaws.com/ae/community/41/2492ad621e3f175405d305fd85cb722c/watermark.jpeg",
"thumbnail": "https://pf-graph-images-production.s3.ap-southeast-1.amazonaws.com/ae/community/41/2492ad621e3f175405d305fd85cb722c/thumb.jpeg"
},
{
"full": "https://pf-graph-images-production.s3.ap-southeast-1.amazonaws.com/ae/community/41/19d99acb234535560d659c8ab077cb98/watermark.jpeg",
"thumbnail": "https://pf-graph-images-production.s3.ap-southeast-1.amazonaws.com/ae/community/41/19d99acb234535560d659c8ab077cb98/thumb.jpeg"
},
{
"full": "https://pf-graph-images-production.s3.ap-southeast-1.amazonaws.com/ae/community/41/5be5a53c0e5c29af640ff12dae46cab5/watermark.jpeg",
"thumbnail": "https://pf-graph-images-production.s3.ap-southeast-1.amazonaws.com/ae/community/41/5be5a53c0e5c29af640ff12dae46cab5/thumb.jpeg"
},
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Step-by-Step Implementation Guide

1. Identify Target Properties: Determine what property data you need. Consider offering type (rent/sale), locations (specific emirates or communities), property types (apartments, villas), price ranges, or specific developments. Perform manual searches on PropertyFinder to understand available inventory.

2. Collect Property URLs: Use PropertyFinder.ae search scrapers to systematically gather URLs from search results across different criteria. Alternatively, manually browse PropertyFinder and copy URLs of interesting properties. For targeted research, collect URLs from specific brokers, developers, or neighborhoods. Organize URLs in spreadsheet with metadata (date collected, search criteria used).

3. Prepare Input Configuration: Create JSON input file with your URL list. For initial testing, start with 10-20 URLs to verify data quality and field completeness. Decide whether proxies are needed—for most moderate-scale scraping (under 100 URLs per run), direct access works. For larger datasets or if encountering rate limits, enable residential proxies.

4. Validate URL Format: Before large batch runs, verify URLs are property detail pages (contain property ID numbers at end, have /plp/ in path). Check that URLs are accessible in browser—expired listings will cause failures. Remove duplicate URLs by property ID to avoid wasted resources.

5. Execute Scraping Run: Launch scraper through Apify console. Monitor initial progress to catch configuration errors early. Processing 100 property URLs typically completes in 5-8 minutes with direct access, longer with proxies enabled. Large runs (500+ URLs) may take 30-60 minutes.

6. Monitor and Handle Errors: Check activity log for failures. Common issues include expired listings (property sold/rented), removed listings (broker deleted), temporary PropertyFinder downtime, or rate limiting. Set ignore_url_failures: true in future runs to continue despite individual URL errors.

7. Review Data Quality: Preview results in dataset tab before exporting. Verify that critical fields (price, location, property_type, bedrooms) are consistently populated. Check image arrays contain working URLs. Validate agent and broker information is complete for contact purposes.

8. Export and Process Data: Export in format matching your workflow—JSON for database import, CSV for Excel analysis, or Excel for business reporting. Clean data by filtering out unavailable properties (is_available: false), removing obvious test listings, or focusing on verified properties only (is_verified: true).

9. Enrich and Integrate: Combine scraped data with external sources—geocode location_tree for mapping, cross-reference RERA numbers with government databases, match agent license numbers with industry directories, append market statistics from Dubai Land Department, or merge with your CRM for lead enrichment.

Error Prevention Strategies:

  • URL Validation: Before scraping, verify a sample of URLs in browser to confirm they're active and accessible
  • Rate Limiting Awareness: Space out very large scraping jobs (1000+ URLs) across multiple runs or enable proxies
  • Data Freshness: PropertyFinder listings update frequently; don't reuse URL lists older than 2 weeks without validation
  • Field Null Handling: Not all properties have all fields populated (especially optional fields like video_id, view_360); implement null-safe data processing
  • Price Format: Prices are in AED; ensure your analysis accounts for currency and includes conversion if needed

Scaling Best Practices:

  • Incremental Scraping: For ongoing monitoring, scrape new listings weekly rather than re-scraping entire databases
  • Batch Sizing: Keep individual runs under 500 URLs for reliability; split larger datasets across multiple runs
  • Change Detection: Store historical scrapes with timestamps to detect price changes, status updates, or description modifications
  • Deduplication: Use property ID as primary key to merge results from multiple scraping runs without duplicates
  • Selective Field Extraction: If storage is concern, configure scraper to extract only needed fields rather than complete output

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 Details 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.