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What does Nobroker.in Property Search Scraper do?

Professional Real Estate Scraping Solution

The Nobroker.in Property Search Page Scraper is your comprehensive tool for extracting valuable property information from Nobroker.in's extensive real estate platform. This powerful scraper transforms raw property listings into structured JSON format, making data integration seamless across your real estate intelligence systems.

Core Functionality:

• Complete Property Data Extraction - Harvest detailed property profiles, pricing information, specifications, and location data
• Structured JSON Output - Clean, organized data ready for immediate use in reports and applications
• Automated Collection Process - Streamline your property research with efficient, hands-free data gathering
• Multi-Format Integration - Perfect compatibility with spreadsheets, databases, and custom applications

Business Applications:

• Investment Analysis & Research - Build comprehensive property databases for market evaluation
• Real Estate Market Intelligence - Understand local property trends and pricing dynamics
• Portfolio Management - Gather detailed property information for investment tracking
• Property Valuation Studies - Access comparable property data for accurate assessments

Why Choose This Scraper: Eliminate manual property research tedium while ensuring accuracy and completeness. Whether you're conducting market analysis, building investment portfolios, or managing property databases, this tool delivers the reliable Nobroker.in property data you need to drive informed decisions and accelerate growth.

The information collected is included:

• Property Age
• Parking
• Ownership Type
• Parking Description
• Project URL
• Contacted Status Details
• Shortlisted by Logged-in User
• Photos
• Property Size
• Price
• Formatted Deposit
• ID
• State
• City
• Short URL
• Latitude
• Promoted
• Facing
• Title
• NB Locality
• Society
• Under Loan
• Owner Name
• Address
• URL

...

Input & Output

To start collecting Nobroker property data, simply fill out the input form. Nobroker.in Property Search Scraper recognizes the following input parameters:

• URLs - Links to property list by query pages. If you want to scrape from any page, enter the URL of that page, and set the total of pages to scrape. You can paste URLs one at a time or use the Bulk Edit section to add a prepared list.
• Max items per URL - Don't forget to fill in this field, which allows you to choose the total items when scraping from the set product listing page.
• Limit the number of retries - Maximum number of retries for each URL when collecting data when an unexpected error occurs.
• Proxy configuration - Add a proxy to ensure that during the data collection process, you are not detected as a bot.

Collect property data from property list by query urls pages

Example url: https://www.nobroker.in/property/sale/mumbai/Mumbai%20Central?searchParam=W3sibGF0IjoxOC45NjkwMjQ3LCJsb24iOjcyLjgyMDUyOTIsInBsYWNlSWQiOiJDaElKTjNHeG9XN081enNSNF9YTE83R09HZjQiLCJwbGFjZU5hbWUiOiJNdW1iYWkgQ2VudHJhbCJ9XQ==&radius=2.0&city=mumbai&locality=Mumbai%20Central&price=27500000,100000000

Example Screenshot of property list by query urls page:

Input:

{
  "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,
  "urls": [ // Links to property list by query pages.
    "https://www.nobroker.in/property/sale/mumbai/Mumbai%20Central?searchParam=W3sibGF0IjoxOC45NjkwMjQ3LCJsb24iOjcyLjgyMDUyOTIsInBsYWNlSWQiOiJDaElKTjNHeG9XN081enNSNF9YTE83R09HZjQiLCJwbGFjZU5hbWUiOiJNdW1iYWkgQ2VudHJhbCJ9XQ==&radius=2.0&city=mumbai&locality=Mumbai%20Central&price=27500000,100000000"
  ]
}

Output:

You get the output from the Nobroker.in 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
  {
    "property_age": 10,
    "parking": "BOTH",
    "ownership_type": "FREEHOLD",
    "parking_desc": "Bike and Car",
    "project_url": "db-orchid-tower-270-bellasis-rd-near-arabia-hotel-nagpada-madanpura-mumbai-maharashtra-400008-india_mumbai-prjt-63a95e267ec55900016b16ff",
    "contacted_status_details": {
      "contacted": false
    },
    "shortlisted_by_logged_in_user": false,
    "last_update_date": 1736166242000,
    "locality_truncated": "Mumbai Central",
    "negotiable": true,
    "type": "BHK1",
    "owner_id": "ff8081816165e0a4016169cedc2a0512",
    "reg_cost_included": false,
    "available_from": 1727721000000,
    "photos": [
      {
        "imagesMap": {
          "thumbnail": "8a9f858391b11e660191b1659c5f18cc_24966_144243_thumbnail.jpg",
          "original": "8a9f858391b11e660191b1659c5f18cc_24966_529753_original.jpg",
          "large": "8a9f858391b11e660191b1659c5f18cc_24966_11023_large.jpg",
          "medium": "8a9f858391b11e660191b1659c5f18cc_24966_330048_medium.jpg"
        },
        "disAffinity": 50,
        "subReasons": "",
        "displayPic": true,
        "w": 1392,
        "name": "files[]",
        "h": 1080,
        "state": "APPROVED",
        "duplicate": false,
        "title": "",
        "uploadedBy": "AGENT",
        "landscape": true
      },
      {
        "imagesMap": {
          "thumbnail": "8a9f858391b11e660191b1659c5f18cc_71966_735572_thumbnail.jpg",
          "original": "8a9f858391b11e660191b1659c5f18cc_71966_907517_original.jpg",
          "large": "8a9f858391b11e660191b1659c5f18cc_71966_988421_large.jpg",
          "medium": "8a9f858391b11e660191b1659c5f18cc_71966_817969_medium.jpg"
        },
        "disAffinity": 50,
        "subReasons": "",
        "displayPic": false,
        "w": 1440,
        "name": "files[]",
        "h": 1080,
        "state": "APPROVED",
        "duplicate": false,
        "title": "",
        "uploadedBy": "AGENT",
        "landscape": true
      },
      {
        "imagesMap": {
          "thumbnail": "8a9f858391b11e660191b1659c5f18cc_7555_418083_thumbnail.jpg",
          "original": "8a9f858391b11e660191b1659c5f18cc_7555_726129_original.jpg",
          "large": "8a9f858391b11e660191b1659c5f18cc_7555_705607_large.jpg",
          "medium": "8a9f858391b11e660191b1659c5f18cc_7555_405877_medium.jpg"
        },
        "disAffinity": 30,
        "subReasons": "",
        "displayPic": false,
        "w": 1440,
        "name": "files[]",
        "h": 1080,
        "state": "APPROVED",
        "duplicate": false,
        "title": "",
        "uploadedBy": "AGENT",
        "landscape": true
      },
      {
        "imagesMap": {
          "thumbnail": "8a9f858391b11e660191b1659c5f18cc_947_843186_thumbnail.jpg",
          "original": "8a9f858391b11e660191b1659c5f18cc_947_81531_original.jpg",
          "large": "8a9f858391b11e660191b1659c5f18cc_947_428824_large.jpg",
          "medium": "8a9f858391b11e660191b1659c5f18cc_947_13145_medium.jpg"
        },
        "disAffinity": 10,
        "subReasons": "",
        "displayPic": false,
        "w": 810,
        "name": "files[]",
        "h": 1080,
        "state": "APPROVED",
        "duplicate": false,
        "title": "",
        "uploadedBy": "AGENT",
        "landscape": false
      },
      {
        "imagesMap": {
          "thumbnail": "8a9f858391b11e660191b1659c5f18cc_14685_356562_thumbnail.jpg",
          "original": "8a9f858391b11e660191b1659c5f18cc_14685_526995_original.jpg",
          "large": "8a9f858391b11e660191b1659c5f18cc_14685_247925_large.jpg",
          "medium": "8a9f858391b11e660191b1659c5f18cc_14685_317421_medium.jpg"
        },
        "disAffinity": -100,
        "subReasons": "",
        "displayPic": false,
        "w": 810,
        "name": "files[]",
        "h": 1080,
        "state": "APPROVED",
        "duplicate": false,
        "title": "",
        "uploadedBy": "AGENT",
        "landscape": false
      }
    ],
    "property_size": 840,
    "loan_available": true,
    "original_image_url": "//assets.nobroker.in/8a9f858391b11e660191b1659c5f18cc_24966_529753_original.jpg",
    "score": {
      "lastUpdatedDate": "2024-09-02T18:20:25+05:30",
      "transit": 8.4,
      "id": "8a9f858391b11e660191b1659c5f18cc",
      "lifestyle": 8.5
    },
    "price": 30000000,
    "formatted_deposit": "",
    "id": "8a9f858391b11e660191b1659c5f18cc",
    "state": "READY",
    "locality_id": "kamathipura_mumbai",
    "admin_event": "PROPERTY",
    "bathroom": 2,
    "property_title": "1 BHK Flat In Db Orchid Tower For Sale  In Mumbai Central",
    "longitude": 72.8205292,
    "buyer_property": true,
    "activate_later": false,
    "index_name": "nobroker_resale",
    "seo_description": "[{\"id\":\"ChIJxw0Sp-nO5zsRbsKTj2u6nD8\",\"name\":\"ICICI Bank Parel CCD, Mumbai-Branch \\u0026 ATM\",\"seoUrl\":\"/flats-for-sale-near-sat_asara_chs_mumbai\",\"latitude\":19.0077238,\"longitude\":72.8408987,\"placeType\":\"bank\"},{\"id\":\"ChIJnY-kAlfO5zsRxoVaSAk9E3E\",\"name\":\"Cotton Green Railway Station\",\"seoUrl\":\"/flats-for-sale-near-cotton_green_railway_station_sewri_mumbai\",\"latitude\":18.986272,\"longitude\":72.842649,\"placeType\":\"bus_station\"},{\"id\":\"ChIJ5adPH0bO5zsR0TrOA3I6kjU\",\"name\":\"Lakadawala Solitaire\",\"seoUrl\":\"/flats-for-sale-near-lakadawala_solitaire_mumbai\",\"latitude\":18.9708731,\"longitude\":72.83940009999999,\"placeType\":\"gym\"},{\"id\":\"ChIJ5d_PEeDR5zsRAQPCz6QtdfQ\",\"name\":\"Zain Eye care\",\"seoUrl\":\"/flats-for-sale-near-lotus_house_mumbai\",\"latitude\":18.9413496,\"longitude\":72.8277336,\"placeType\":\"hospital\"},{\"id\":\"ChIJjRonGODR5zsRPn-RQrkHFAY\",\"name\":\"Metro INOX Cinema\",\"seoUrl\":\"/flats-for-sale-near-metro_inox_cinema_marine_lines_mumbai\",\"latitude\":18.9427867,\"longitude\":72.8291255,\"placeType\":\"movie_theater\"}]",
    "locality": "Mumbai Central",
    "active": true,
    "creation_date": 1725258112000,
    "swimming_pool": true,
    "complete_street_name": "Bellasis Road",
    "property_score": 1725000346000,
    "accurate_location": true,
    "default_emi": "1.72 Lacs/Month",
    "filter_preference_score": 0,
    "total_floor": 35,
    "mapped": false,
    "lift": true,
    "gym": true,
    "detail_url": "/property/buy/1-bhk-apartment-for-sale-in-mumbai-central-mumbai/8a9f858391b11e660191b1659c5f18cc/detail",
    "activation_date": 1725259546000,
    "lease_type_new": [],
    "facing_desc": "North-East",
    "furnishing": "FULLY_FURNISHED",
    "amenities": "{\"LIFT\":true,\"GYM\":true,\"INTERNET\":true,\"AC\":false,\"CLUB\":true,\"INTERCOM\":true,\"POOL\":true,\"CPA\":true,\"FS\":true,\"SERVANT\":false,\"SECURITY\":true,\"SC\":true,\"GP\":false,\"PARK\":true,\"RWH\":false,\"STP\":false,\"HK\":false,\"PB\":false,\"VP\":true}",
    "photo_available": true,
    "expected_rent": 83700.68,
    "type_desc": "1 BHK",
    "city": "mumbai",
    "short_url": "http://nobr.kr/sv/2dm4tQp",
    "latitude": 18.9690247,
    "promoted_b": null,
    "facing": "NE",
    "title": "1 BHK Flat In Db Orchid Tower For Sale  In Mumbai Central",
    "nb_locality": "Kamathipura",
    "society": "DB Orchid Tower",
    "under_loan": false,
    "premium": false,
    "owner_name": "sabiha khan",
    "street": "Bellasis Road",
    "property_type": "BUY",
    "secondary_title": "Bellasis Road",
    "aea__": {
      "ACCURATE_LOCATION": {
        "display_value": "Landmark",
        "value": "LANDMARK"
      },
      "KHATA_CERTIFICATE": {
        "display_value": "null",
        "value": "NULL"
      },
      "RERA_APPROVED": {
        "display_value": "null",
        "value": "NULL"
      },
      "PROPERTY_TAX": {
        "display_value": "yes",
        "value": "YES"
      },
      "ENCUMBRANCE_CERTIFICATE": {
        "display_value": "null",
        "value": "NULL"
      },
      "HOUSE_KEY_WITH": {
        "display_value": "I will show",
        "value": "I_HAVE_KEYS"
      },
      "SIMILAR_UNIT_AVAILABLE": {
        "display_value": "NO",
        "value": "NO"
      },
      "GATED_SECURITY": {
        "display_value": "Yes",
        "value": "SECURITY_ONLY"
      },
      "KHATA_CERTIFICATE_TYPE": {
        "display_value": "null",
        "value": "NULL"
      },
      "COMPLETION_CERTIFICATE": {
        "display_value": "null",
        "value": "NULL"
      },
      "SALE_DEED": {
        "display_value": "yes",
        "value": "YES"
      },
      "CONVERSION_CERTIFICATE": {
        "display_value": "null",
        "value": "NULL"
      },
      "DIRECTIONS": {
        "value": "OPP MUMBAI CENTRAL BUS DEPO "
      },
      "OCCUPATION_CERTIFICATE": {
        "display_value": "yes",
        "value": "YES"
      }
    },
    "floor": 24,
    "kitchen": "COVERED_SHELVES",
    "thumbnail_image": "https://assets.nobroker.in/images/8a9f858391b11e660191b1659c5f18cc/8a9f858391b11e660191b1659c5f18cc_24966_330048_medium.jpg",
    "show_request_photo": false,
    "address": "Bellasis Road, Mumbai Central, mumbai",
    "verified": false,
    "sponsored": false,
    "document_name": "property",
    "formatted_maintenance_amount": "10,000",
    "property_title_truncated": "1 BHK Flat In Db Orchid Tow...",
    "video_unit": [],
    "url": "/static/img/icon/map/new/new_1.png",
    "building_id": "63a95e267ec55900016b16ff",
    "show_project": true,
    "high_lights": [],
    "formatted_price": "3 Crores",
    "maintenance_included": false,
    "amenities_map": {
      "INTERCOM": true,
      "AC": false,
      "RWH": false,
      "HK": false,
      "INTERNET": true,
      "LIFT": true,
      "CLUB": true,
      "GP": false,
      "FS": true,
      "STP": false,
      "PARK": true,
      "SC": true,
      "PB": false,
      "CPA": true,
      "SECURITY": true,
      "POOL": true,
      "GYM": true,
      "VP": true,
      "SERVANT": false
    },
    "servant_room": 0,
    "location": "18.969024700000000000,72.820529200000000000",
    "prop_type": "AP",
    "locality_growth_rate": 9.07
  }, // ... Many other property details
]

How can I use the data extracted from Nobroker with Nobroker.in Property Search Scraper?

Strategic Applications for Enhanced Real Estate Intelligence

💙 Brand Positioning & Market Authority Leverage comprehensive property analysis and market positioning insights to establish your brand as the definitive real estate intelligence source across digital platforms and local markets.

📈 Property Trend Intelligence & Market Forecasting Identify emerging neighborhood trends, property investment opportunities, and pricing patterns by analyzing Nobroker.in's extensive real estate landscape data.

🔬 Data-Driven Investment Research & Validation Conduct thorough market analysis and investment strategy validation using real-world property data to minimize risks and optimize portfolio decision-making processes.

⭐ Market Sentiment Analysis & Buyer Behavior Tracking Analyze authentic property reviews and buyer feedback to perform comprehensive sentiment analysis, enabling proactive market positioning and buyer preference strategies.

🪧 Targeted Marketing Campaign Development & Optimization Design precision-focused property marketing campaigns using verified market data and buyer behavior patterns to maximize conversion rates across multiple real estate platforms.

📚 Accelerated Market Research & Competitive Analysis Streamline your real estate intelligence gathering with comprehensive property insights, eliminating time-intensive manual research and market analysis processes.

📋 High-Value Lead Generation & Client Prospecting Build qualified prospect databases using verified property owner information and market activity patterns, enabling personalized outreach campaigns and improved client acquisition rates.

Business Transformation Impact: Convert raw Nobroker.in property data into actionable real estate intelligence that drives strategic investment decisions, optimizes marketing investments, and delivers measurable competitive advantages in your target markets.

Results: Enhanced lead quality, improved market positioning, and data-backed investment decisions that accelerate portfolio growth and revenue generation.

Related Actors

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

Your feedback

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