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Magicbricks.com Property Data Extraction Made Simple

The Indian real estate market is experiencing unprecedented growth, with MagicBricks offering over 10 lakh+ property listings, providing twice as many choices as any other real estate app in India. For real estate professionals, investors, and market analysts, accessing this vast repository of property data manually can be extremely time-consuming and inefficient. The Magicbricks Property Search Scraper addresses this challenge by automating the data extraction process, enabling users to gather comprehensive property information at scale without manual intervention.

Magicbricks is a website that provides a common platform for property buyers & sellers to locate properties of interest in India, and source information about all property related issues. With over 8,000,000 listings from across the country, MagicBricks is the biggest online property marketplace in the country, making it an invaluable data source for anyone involved in the real estate sector.

Overview of the Magicbricks Property Search Scraper

The Magicbricks Property Search Scraper is a powerful automation tool designed to extract detailed property information from Magicbricks.com search result pages. This scraper streamlines the process of gathering real estate data by automatically navigating through property listings and extracting comprehensive information about each property, including pricing, location details, features, and seller information.

The scraper's primary strength lies in its ability to handle large-scale data extraction while maintaining data accuracy and structure. It can process multiple property search URLs simultaneously, making it ideal for real estate agencies, property investors, market researchers, and data analysts who need to collect substantial amounts of property data for analysis, lead generation, or competitive intelligence.

The target users include real estate professionals seeking market insights, property investors looking for investment opportunities, marketing agencies requiring lead data, researchers analyzing market trends, and businesses developing real estate applications or services that require comprehensive property databases.

Input and Output Specifications

Example url 1: https://www.magicbricks.com/property-for-sale/residential-real-estate?bedroom=2,3&proptype=Multistorey-Apartment,Builder-Floor-Apartment,Penthouse,Studio-Apartment,Residential-House,Villa&cityName=New-Delhi

Example url 2: https://www.magicbricks.com/Kithiganur-in-Bangalore-Overview

Example url 3: https://www.magicbricks.com/property-for-sale-in-kithiganur-bangalore-pppfs

Example Screenshot of property list by query page:

Input Format

The scraper accepts a JSON configuration that allows precise control over the data extraction process. The input structure includes several key parameters:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "max_items_per_url": 30, // Total page you want scrape
  "urls": [ // Links to property list by query pages.
    "https://www.magicbricks.com/property-for-sale/residential-real-estate?bedroom=2,3&proptype=Multistorey-Apartment,Builder-Floor-Apartment,Penthouse,Studio-Apartment,Residential-House,Villa&cityName=New-Delhi",
    "https://www.magicbricks.com/Kithiganur-in-Bangalore-Overview",
    "https://www.magicbricks.com/property-for-sale-in-kithiganur-bangalore-pppfs"
  ]
}

URLs Array: This contains the specific Magicbricks search result URLs you want to scrape. These should be properly formatted search pages, such as property listings filtered by location, property type, or price range. For example, a URL might target 2-3 bedroom apartments in New Delhi with specific property types like multistorey apartments, builder floor apartments, penthouses, studio apartments, residential houses, or villas.

Max Items Per URL: This parameter controls the depth of scraping, determining how many property listings to extract from each search result page. Setting this to 30 means the scraper will collect data from up to 30 properties per URL provided.

Max Retries Per URL: This setting ensures reliability by specifying how many times the scraper should attempt to access a URL if the initial request fails. A value of 2 provides a good balance between thoroughness and efficiency.

Proxy Configuration: The proxy settings are crucial for successful data extraction. Using residential proxies from the target country (like Singapore for Indian properties) helps avoid bot detection and ensures consistent access to the website. The "useApifyProxy" setting with "RESIDENTIAL" groups provides reliable, rotating IP addresses.

Output Format

You get the output from the Magicbricks.com Property Search Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of property information
  {
    "id": "56740169",
    "url": "2-BHK-850-Sq-ft-Builder-Floor-Apartment-FOR-Sale-Rohini-Sector-24-in-New-Delhi-r10&id=4d423536373430313639",
    "name": "2BHK Builder Floor Apartment for Resale in Sector 24 Rohini",
    "posted_date": "2024-11-20T11:59:24.000Z",
    "amenities": "Visitor Parking,Intercom Facility",
    "price": 5900000.0,
    "price_per_sq_ft": 6941.0,
    "currency": "₹",
    "description": "2 BHK This a semi furnished 2 bedrooms flat is located on the First floor has an area of 450 sqft. The flat provides an excellent view as it overlooks the garden or park. It faces east direction and is vaastu compliant. The flat has granite marble and wooden flooring. There is 12 hours available water supply and less than no or rare power cut. It also has 4 common parking and more than 6 parks in each pocket there are more than 20 schools in the radius of 1 km.",
    "seo_description": "2 BHK flat is offered for sale in Rohini Sector 24, New Delhi. This ready to move flat in Rohini Sector 24 is available for a price of INR 59 Lac. This premium semi-furnished flat spells quality and comfort at a competitive price. near vikas bharti school are some of the well-known landmarks in this locality.",
    "landmark_details": [
      "19201|9.9 Km from Mundka Metro Station",
      "19210|1.1 Km from Rithala Metro Station-Red Line",
      "19202|0.5 Km from Delhi Institute of Advanced Studies"
    ],
    "landmark": "near vikas bharti school",
    "location": "28.7297569,77.087787",
    "owner_name": "Deepak  Sharma",
    "company_name": "Sharma Estate",
    "carpet_area": 800.0,
    "land_area_unit": 12852.0,
    "balconies": 1,
    "bathrooms": 2,
    "facing": null,
    "floors": 4,
    "city_name": "New Delhi",
    "bedrooms": 2,
    "address": "New Delhi, Delhi NCR",
    "covered_area": 850.0,
    "carp_area_unit": 12800.0,
    "cov_area_unit": "Sq-ft",
    "operating_since": "2002",
    "image_url": "https://img.staticmb.com/mbphoto/property/cropped_images/2024/Feb/13/Photo_h180_w240/56740169_7_PropertyImage1707814310779_180_240.jpg"
  }, // ... Many other property details
]

The scraper returns structured data in JSON format, with each property containing comprehensive information organized into clearly defined fields:

Identification Fields:

• ID: A unique identifier for each property listing, essential for database management and avoiding duplicates
• URL: The direct link to the property's detailed page, enabling quick access for further investigation or verification

Basic Property Information:

• Name: The property title or name as listed on Magicbricks, typically indicating the project or building name
• Subtitle: Additional descriptive information about the property, often including key selling points or features
• Image URL: Link to the primary property image, valuable for visual property assessment and marketing materials

Technical and Status Fields:

• Polygons Hash: A technical identifier that may relate to the property's geographical boundaries or mapping data
• Current Possession Status: Indicates whether the property is ready for possession, under construction, or in planning stages
• Is Active Property: Boolean field showing whether the listing is currently active and available
• Is Most Contacted: Indicates if this property receives high inquiry volumes, suggesting market demand

Property Details:

• Features: A comprehensive list of property amenities and features such as parking, security, amenities, and special characteristics
• Property Information: Detailed specifications including area, number of rooms, floor details, age of construction, and other structural information

Pricing Information:

• Min Price and Max Price: The price range for the property, crucial for market analysis and filtering
• Currency: The currency denomination, typically INR for Indian properties
• Price Display Value: The formatted price as shown on the website, including any special pricing notes

Location Data:

• Address: Complete address information including area, locality, and city
• Coordinates: Geographical coordinates (latitude and longitude) for mapping and location-based analysis

Market Intelligence:

• Posted Date: When the property was listed, important for understanding listing freshness and market dynamics
• Promotions: Any special offers or promotional pricing associated with the property
• Custom Offers and Suggested Offers: Special deals or financing options that may be available

Contact Information:

• Seller: Details about the property seller or agent, including contact information for lead generation

How to Use the Scraper

To effectively use the Magicbricks Property Search Scraper, start by identifying your target property search criteria on the Magicbricks website. Navigate to the search results page that matches your requirements, such as specific locations, property types, or price ranges, and copy the complete URL.

Configure your input JSON with the copied URLs in the "urls" array. Set appropriate limits for "max_items_per_url" based on your data needs - 30 items typically provide a good sample size for most analysis purposes. Ensure proxy settings are configured correctly, particularly selecting a proxy country that aligns with your target market.

Best Practices: Always test with a smaller dataset first to validate the output format meets your requirements. Monitor the scraping process to ensure it completes successfully, and implement proper error handling for failed requests. Consider running scrapes during off-peak hours to minimize the risk of rate limiting.

Common Error Handling: If you encounter access issues, verify that your URLs are properly formatted and publicly accessible. Proxy configuration problems often manifest as connection timeouts or blocked requests - ensure your proxy country settings match your target market. Rate limiting can be addressed by reducing the number of concurrent requests or implementing delays between requests.

Benefits and Applications

The Magicbricks Property Search Scraper delivers significant time savings by automating what would otherwise be hours of manual data collection. Instead of manually browsing through hundreds of property listings, users can extract comprehensive data in minutes, freeing up valuable time for analysis and decision-making.

Real-World Applications include market research for identifying pricing trends, competitive analysis for real estate agencies, lead generation for property consultants, and database building for property portals or applications. Investment firms can use the data to identify undervalued properties, while researchers can analyze market patterns and trends across different locations and property types.

Business Value extends beyond simple data collection. The structured output enables sophisticated analysis, reporting, and integration with existing business systems. Real estate professionals can make data-driven decisions, identify emerging market opportunities, and respond quickly to market changes with accurate, up-to-date information.

Conclusion

The Magicbricks Property Search Scraper represents a powerful solution for anyone needing systematic access to India's largest property database. By automating the data extraction process, it transforms time-consuming manual research into efficient, scalable data collection that drives better business decisions.

Whether you're a real estate professional, investor, or researcher, this scraper provides the foundation for comprehensive market analysis and competitive intelligence. Start leveraging the power of automated data extraction to stay ahead in India's dynamic real estate market.

Related Actors

• Magicbricks.com Property Details Scraper: Your comprehensive tool for extracting valuable property information from Magicbricks.com's extensive real estate platform.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Magicbricks.com Property Search Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.