Madlan Property Search Scraper: Extract Israeli Real Estate Listings Fast

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What Is Madlan.co.il?

Madlan.co.il is Israel's premier real estate marketplace, hosting thousands of active property listings across residential, commercial, and development projects. It serves buyers, sellers, renters, and investors seeking comprehensive property information. Manually collecting and organizing this data across search results is laborious — the Madlan Property Search Scraper automates bulk data extraction, delivering structured property records ready for analysis and integration.

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Overview

The Madlan Property Search Scraper extracts structured property data from Madlan search result pages, converting individual listings into comprehensive records with 23+ data points. It is designed for:

• Real estate analysts tracking market trends and pricing patterns
• Investors monitoring portfolio opportunities and deal flow
• Developers researching competitor projects and market saturation
• Aggregator platforms building property databases and comparison tools
• Market researchers conducting valuation studies or demographic analysis

Key strengths include flexible filtering capabilities, configurable scrape limits per URL, resilient error handling, and rich data export across property types and project stages.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.madlan.co.il/for-sale/%D7%90%D7%A9%D7%93%D7%95%D7%93-%D7%99%D7%A9%D7%A8%D7%90%D7%9C?page=1&filters=_____gardenApartment_____________&tracking_search_source=map"
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Field	Description	Example
urls	Madlan search result page URLs with optional filters	https://www.madlan.co.il/for-sale/...?page=1&filters=...
max_items_per_url	Maximum properties to extract per URL (default: 100, max: 200)	200
ignore_url_failures	If true, continues if a URL fails; if false, stops the run	true

URL construction tips:

• Start from Madlan's search page (e.g., /for-sale/[city])
• Use filter parameters in the URL to narrow by apartment type, price range, bedrooms, etc.
• Example filter: filters=_____gardenApartment_____ for garden apartments
• Add ?page=1 to specify the starting page

Note: Madlan URLs can be long with encoded characters; copy-paste directly from your browser to avoid errors.

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Output Format

Example output snippet:

{
  "id": "LF01YLNTKJJ",
  "location_point": {
    "lat": 31.7718273,
    "lng": 34.6392254,
    "__typename": "Point"
  },
  "type": "bulletin",
  "first_time_seen": "2026-06-17T10:05:57.000Z",
  "address_details": {
    "doc_id": "התפוח-9-אשדוד-ישראל",
    "city": "אשדוד",
    "borough": null,
    "zipcode": null,
    "street_name": "התפוח",
    "neighbourhood": "רובע טז",
    "neighbourhood_doc_id": "שכונה-רובע-טז-אשדוד-ישראל",
    "city_doc_id": "אשדוד-ישראל",
    "resolution_preferences": "accurate",
    "street_number": "9",
    "unit_number": null,
    "district": "מחוז הדרום",
    "relevant_doc_ids": [
      {
        "doc_id": "ישראל",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "תפוח-אשדוד-ישראל",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "אשדוד-ישראל",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "שכונה-רובע-טז-אשדוד-ישראל",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "התפוח-9-אשדוד-ישראל",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "אזור-דרום-ישראל",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-מקיף-ח-644484-ברק-בן-אבינועם-10",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-רימונים-610485-אפרסק-10",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-חבד-613828-שלמה-המלך-45",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-רתמים-614156-חזקיה-המלך-18",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-גוונים-620252-אפרסק-8",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-אופק-614370-מיסטרל-10",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-שחקים-641449-נעמי-6",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "בית-ספר-שירת-הים-615237-ברקת-4",
        "__typename": "RelevantDocId"
      },
      {
        "doc_id": "מחוז-הדרום-ישראל",
        "__typename": "RelevantDocId"
      }
    ],
    "__typename": "Address"
  },
  "discount": null,
  "promo_info": null,
  "deal_type": "unitBuy",
  "phone_number": null,
  "apartment_type": null,
  "beds_range": null,
  "price_range": null,
  "images": [
    {
      "description": "",
      "image_url": "bulletins/PHOTO-2026-06-16-20-10-24-74780106-24ef-47c7-9393-caf78b787f8b.jpg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    },
    {
      "description": "",
      "image_url": "bulletins/IMG_6092-2ca7554f-c00e-4b39-be18-0b49799392ee.jpeg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    },
    {
      "description": "",
      "image_url": "bulletins/IMG_6095-a407d9bc-2185-4895-a8f2-795b2fd56516.jpeg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    },
    {
      "description": "",
      "image_url": "bulletins/IMG_6096-7269aa9b-98d0-4e67-9d2d-ecb83c1f3c7e.jpeg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    },
    {
      "description": "",
      "image_url": "bulletins/PHOTO-2026-06-16-20-09-58_(2)-89f14133-1b20-4fea-aab9-6bba1271ad76.jpg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    },
    {
      "description": "",
      "image_url": "bulletins/PHOTO-2026-06-16-20-09-58_(3)-d6207a88-d993-4635-86be-78b3c5d08747.jpg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    },
    {
      "description": "",
      "image_url": "bulletins/PHOTO-2026-06-16-20-09-58-04e5e8a5-f519-4f9c-88bd-43bf6d22ce45.jpg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    },
    {
      "description": "",
      "image_url": "bulletins/PHOTO-2026-06-16-20-09-59-b2e6d8ef-0091-4257-8d5f-c881980021d1.jpg",
      "is_floorplan": null,
      "rotation": 0,
      "__typename": "ImageItem"
    }
  ],
  "promotion_status": null,
  "project_name": null,
  "project_logo": null,
  "is_commercial": null,
  "project_messages": null,
  "preview_image": null,
  "developers": null,
  "tags": {
    "best_school": 5,
    "best_secular": 5,
    "best_religious": 5,
    "safety": null,
    "park_access": 1,
    "quiet_street": 5,
    "dog_park": 5,
    "family_friendly": 5,
    "light_rail": 5,
    "commute": 7,
    "__typename": "Tags"
  },
  "building_stage": null,
  "block_details": null,
  "from_url": "https://www.madlan.co.il/for-sale/%D7%90%D7%A9%D7%93%D7%95%D7%93-%D7%99%D7%A9%D7%A8%D7%90%D7%9C?page=1&filters=_____gardenApartment_____________&tracking_search_source=map"
}

Each scraped property returns a rich record with 23 fields organized by data type:

Property Identification

Field	Meaning
ID	Unique Madlan identifier for the property listing
Address Details	Full property address including street, city, neighborhood
Location Point	Geographic coordinates (latitude/longitude) for mapping
Type	Property category (apartment, house, villa, land, commercial, etc.)
Apartment Type	Specific apartment classification (garden apartment, penthouse, duplex, etc.)

Physical Attributes

Field	Meaning
Beds Range	Number of bedrooms or bedroom range if multiple units listed
Building Stage	Construction status (completed, under construction, planning, etc.)
Block Details	Specific building block or complex information if applicable
Is Commercial	Boolean flag indicating if property is commercial vs. residential

Pricing & Deal Information

Field	Meaning
Price Range	Listed asking price or price range in Israeli Shekels (₪)
Deal Type	Transaction type (sale, rent, lease, investment opportunity, etc.)
Discount	Any listed discount or special price reduction
Promo Info	Promotional text or special offers from the seller

Project & Development

Field	Meaning
Project Name	Name of the real estate development or complex
Project Logo	Logo image URL for the development brand
Project Messages	Marketing messages or key selling points from the project
Developers	Name(s) of the development company or builder

Media & Content

Field	Meaning
Images	Array of property photo URLs (main images, rooms, exteriors, etc.)
Preview Image	Thumbnail or hero image URL for the property

Status & Metadata

Field	Meaning
Phone Number	Seller or broker contact phone number
First Time Seen	Timestamp when the property was first indexed by the scraper
Promotion Status	Whether the listing is promoted/boosted on Madlan platform
Tags	Keywords or categories assigned to the property (e.g., "renovated", "sea view")

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How to Use

1. Build your search URL — Navigate to Madlan.co.il, apply search filters (location, type, price, etc.), and copy the full URL from the address bar.

2. Add multiple URLs — Paste one URL per line in the urls field. You can scrape multiple search results or filter combinations in a single run.

3. Set scrape limits — Configure max_items_per_url (recommended: 50–200 depending on data volume and timeout constraints).

4. Enable resilience — Set ignore_url_failures: true to skip any problematic pages without stopping the entire run.

5. Launch the scraper — Click "Start" and monitor progress in the run log.

6. Export results — Download data as JSON, CSV, or Excel for analysis in spreadsheets, databases, or BI tools.

Best practices:

• Use Madlan's filter options to create targeted searches (e.g., by price range, bedrooms, city) rather than scraping all results.
• Start with max_items_per_url: 50 to test, then scale up.
• Run during off-peak hours to minimize server load and detection risk.
• Store timestamps (First Time Seen) to track price changes and listing lifecycle over time.

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Use Cases & Business Value

• Price tracking: Monitor how asking prices change over weeks or months for trend analysis
• Market intelligence: Identify hotspots, undersupplied neighborhoods, and emerging developments
• Competitive benchmarking: Compare property features and pricing against listings in the same area
• Investment screening: Build a dataset to identify deals matching your investment criteria
• Content aggregation: Feed Madlan data into your own property portal or comparison site

The Madlan Property Search Scraper saves days of manual work, enabling data-driven decision-making across the Israeli real estate sector.

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Conclusion

The Madlan Property Search Scraper is a powerful tool for extracting large volumes of structured real estate data from Israel's largest property marketplace. With 23+ fields per property and flexible filtering, it unlocks insights into market trends, pricing patterns, and investment opportunities. Start scraping today and transform Madlan search results into actionable intelligence.