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India Real Estate Properties & Broker Leads Scraper

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from $0.03 / 1,000 results

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India Real Estate Properties & Broker Leads Scraper

India Real Estate Properties & Broker Leads Scraper

Extract Indian residential and commercial property listings, INR prices, BHK configs, sq.ft area, society names, and builder/agent leads across major Indian cities.

Pricing

from $0.03 / 1,000 results

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Developer

Ishant Dubey

Ishant Dubey

Maintained by Community

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1

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a day ago

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🏠 India Real Estate Properties, Builders & Broker Leads Scraper (MagicBricks)

Extract Indian residential and commercial property listings, prices in INR, BHK configurations, carpet area, society names, and builder/agent leads across Bangalore, Mumbai, Gurgaon, Noida, Pune, Hyderabad, Delhi, and all major Indian cities without coding.


⚡ What Does This India Real Estate Scraper Do?

India's real estate market is expanding rapidly, with thousands of new residential launches, commercial office spaces, and rental listings added daily on major property portals like MagicBricks and 99acres.

This Actor enables Prop-Tech founders, home loan distributors, real estate brokers, interior design firms, and institutional investors to extract structured, actionable property market intelligence:

  • 🏙️ Residential & Commercial Listings: Extract luxury apartments, penthouses, gated society flats, builder floors, villas, and commercial spaces.
  • 💰 Transparent Pricing in INR: Capture quoted prices in Indian currency formats (e.g. ₹ 1.85 Cr, ₹ 95 Lac, ₹ 45,000 / month).
  • 🛌 BHK & Area Specifications: Extract bedroom configurations (1 BHK, 2 BHK, 3 BHK, 4 BHK) and carpet / super built-up area in sq.ft.
  • 🏗️ Builder & Society Intelligence: Identify top developer brands (Prestige Group, Sobha, DLF, Godrej Properties, Lodha/Macrotech, Oberoi Realty, Brigade Group, Kolte-Patil) and specific project names (Prestige Shantiniketan, DLF The Camellias, Godrej Woods, Oberoi Sky City).
  • 🤝 Seller & Channel Partner Classification: Clearly categorize listings by Builder, Agent (Channel Partner), or Owner.
  • 📍 Micro-Market & City Filtering: Target top Indian metros (Bangalore, Mumbai, Gurgaon, Noida, Pune, Hyderabad, Delhi, Chennai) or specific high-growth corridors (Whitefield, Golf Course Road, Bandra, Powai, Hinjawadi, Gachibowli, Sector 150).
  • 🔗 Direct Property URLs: Receive direct canonical URLs for instant verification and CRM linkback.

📋 Sample Output (Clean JSON)

Every result pushed to the Apify dataset is validated against a strict schema and ready for instant export to Excel, CSV, Google Sheets, or your internal CRM:

{
"propertyTitle": "3 BHK Apartment for Sale in Whitefield, Bangalore",
"propertyType": "Apartment",
"transactionType": "Sale",
"city": "Bangalore",
"locality": "Whitefield",
"priceInr": "₹ 1.85 Cr",
"bhk": "3 BHK",
"areaSqFt": "1,680 sq.ft",
"furnishingStatus": "Semi-Furnished",
"possessionStatus": "Ready to Move",
"sellerName": "Prestige Group",
"sellerType": "Builder",
"projectName": "Prestige Shantiniketan",
"listingUrl": "https://www.magicbricks.com/propertyDetails/3-BHK-Apartment-FOR-Sale-Whitefield-in-Bangalore&id=4d423132333435",
"scrapedAt": "2026-10-21T05:00:00.000Z"
}

🎯 High-Value Industry Use Cases

  1. Home Loan & Mortgage DSAs (Direct Sales Agents): Identify high-intent property buyers, under-construction handovers, and project locations to offer competitive home loans and balance transfers.
  2. Interior Design & Home Automation Agencies: Target upcoming possession societies and luxury homeowners needing turnkey modular kitchen and interior furnishing packages.
  3. Real Estate Channel Partners & Brokers: Monitor active resale inventory, builder stock, and micro-market pricing trends across competitive neighborhoods.
  4. Prop-Tech Startups & Real Estate Valuation Tools: Power automated valuation models (AVMs), price-per-sq.ft heatmaps, and rental yield calculators.
  5. B2B Building Material Suppliers: Connect with builders and civil contractors executing active high-rise projects.

🚀 How to Use

  1. City: Enter your target Indian city (e.g. Bangalore, Mumbai, Gurgaon, Noida, Pune, Hyderabad, or Delhi).
  2. Transaction Type: Select Sale (Buy/Sale listings) or Rent (Rental flats and commercial leases).
  3. Property Type: Filter by Apartment, Villa, Builder Floor, or Commercial.
  4. Max Items: Set your desired number of property listings (e.g. 30, 100, 1,000).
  5. Run: Click Start! Within seconds, download your clean dataset in Excel, CSV, or JSON.

🤖 Integrate with AI Agents & Workflows (MCP Ready)

This Actor supports the standard Apify API, webhooks, and the Model Context Protocol (MCP). Easily connect it to Make.com, Zapier, n8n, Claude, Cursor, LangChain, or custom Python pipelines.


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