UAE Off-Plan Project Scraper

UAE Off-Plan Project Scraper extracts structured project intelligence from public UAE developer, broker, and real-estate listing pages. It is designed for real-estate analysts, brokers, lead-generation teams, investors, and market researchers who need clean project rows instead of manually copying launch pages into spreadsheets.

Unlike a generic webpage scraper, this actor looks for UAE off-plan project evidence: project names, developer hints, emirate and community locations, starting price claims, unit mix clues, handover language, payment-plan snippets, and launch-related keywords. Each dataset row keeps the original source URL so users can verify project claims before outreach, analysis, or investment research.

What it extracts

• Project title from project pages and public UAE new-project listings
• Developer hints from URL structure or visible page text
• Location hints for Dubai, Abu Dhabi, Sharjah, Ajman, and known communities
• Starting price text when a page exposes AED pricing
• Unit mix clues such as villas, apartments, beds, studios, or townhouses
• Handover and completion snippets where visible
• Payment-plan snippets such as 60/40, 70/30, or down-payment percentages
• Matched off-plan launch signals
• launchScore and dataQualityScore
• Source-backed summary, suggested next action, source URL, project URL, and scrape timestamp

Best inputs

Provide public URLs that expose UAE project details without login:

• Developer project pages
• Broker project landing pages
• Property Finder new-project pages
• UAE real-estate announcement pages
• Curated new-launch or off-plan project indexes

Avoid generic homepages when possible. Direct project or listing pages usually produce richer fields.

Input fields

• urls - public UAE project, developer, broker, or listing URLs
• maxResults - maximum project rows to save
• monitorChanges - compare results against the previous snapshot
• onlyChanges - output only new or changed rows when monitoring is enabled
• maxRunSeconds - runtime guard for predictable runs
• requestTimeoutSeconds - per-request timeout

Output example

{
  "projectTitle": "Hudayriyat Golf Estate",
  "developerHint": "Modon Properties",
  "locationHint": "Abu Dhabi, Al Hudayriat Island",
  "priceText": "10,150,000 AED",
  "unitMix": "5 Beds",
  "handoverHint": null,
  "paymentPlanHint": null,
  "matchedLaunchSignals": ["launch", "developer", "beds"],
  "launchScore": 95,
  "dataQualityScore": 92,
  "signalSummary": "Hudayriyat Golf Estate is an off-plan project by Modon Properties from 10,150,000 AED.",
  "suggestedNextAction": "Verify developer, escrow/project status, payment plan, handover timing, and broker contact path before lead generation.",
  "url": "https://www.propertyfinder.ae/en/new-projects/modon-properties/hudayriyat-golf-estate",
  "sourceUrl": "https://www.propertyfinder.ae/en/new-projects",
  "scrapedAt": "2026-08-11T08:00:00.000Z"
}

Use cases

• Build a UAE off-plan project watchlist
• Compare developer launch messaging across public sources
• Enrich broker prospecting lists with source-backed project details
• Track new project pages in scheduled monitoring runs
• Feed CRM, spreadsheet, BI, or alerting workflows with structured rows

Reliability notes

The actor works with public pages and public APIs available during the run. Some real-estate sites may block automated access, hide content behind JavaScript, or change markup. Source-limited pages are handled safely, and the best results come from direct public project URLs with visible launch, price, unit, developer, or handover text.