Mansion Global Property Search Scraper: Extract Luxury Real Estate Listings

What Is Mansion Global?

Mansion Global is a premium international real estate platform operated by Dow Jones, specializing in luxury residential properties across major global markets. It aggregates high-end listings from top brokerages worldwide, covering cities like Paris, New York, London, Hong Kong, and beyond.

Manually collecting listing data across hundreds of search results is impractical. The Mansion Global Property Search Scraper automates this process — turning paginated search results into clean, structured datasets ready for analysis.

---

Overview

The Mansion Global Scraper crawls property search result pages and extracts detailed listing records. It is built for:

• Real estate investors tracking luxury market inventory and pricing
• Market analysts studying price trends by location and property type
• Proptech developers feeding listing data into custom platforms
• Wealth managers monitoring high-net-worth property opportunities

Key features include configurable item limits per URL, resilient error handling for failed pages, and support for Mansion Global's filterable search URLs (location, property type, price range, etc.).

---

Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.mansionglobal.com/buy/france/ile-de-france/paris?mod=mg_search_france_ile-de-france_paris&reloadLocationOnSearch=false&searchType=suggested"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 50
}

Field	Type	Description
urls	array	One or more Mansion Global property search page URLs. Use the site's filters (location, price, type) to build targeted search URLs before pasting. Supports bulk input.
ignore_url_failures	boolean	If true, the scraper skips failed URLs and continues processing remaining ones. Recommended for multi-URL runs. Default: true.
max_items_per_url	integer	Maximum number of listings to collect per URL. Default: 20. Set higher (e.g., 50) for broader market coverage.

Tip: Build your search URL directly on Mansion Global using location, bedroom count, and price filters — the scraper will respect those parameters.

---

Output Format

Sample output

{
  "deleted_at": null,
  "original_price_cents": 3400000000,
  "original_currency": "EUR",
  "original_price_period": null,
  "price_upon_request": true,
  "upsell": null,
  "brokerage_name": "Daniel Féau Conseil Immobilier Christie's International Real Estate",
  "branch_name": "Daniel Féau Conseil Immobilier Christie's International Real Estate",
  "marketing_group_name": "Christie's",
  "address": {
    "city": "Paris",
    "zip_code": "75016",
    "state_code": "Île-de-France"
  },
  "geocoded_address": {
    "lat": "48.8530933",
    "lng": "2.2487626",
    "type": "latlng",
    "country": "France",
    "locality": "Paris",
    "plus_code": "V63X+6G",
    "political": "Paris",
    "administrative_area_level_1": "Île-de-France",
    "administrative_area_level_2": "Paris"
  },
  "hide_address": false,
  "bedrooms": 8,
  "full_bathrooms": 0,
  "partial_bathrooms": 8,
  "combined_bathrooms": "0.8",
  "seo_path": "/listings/9142492",
  "candidate": true,
  "original_listing_url": "https://belles-demeures-de-france.com/fr/annonce-immobiliere/83266511?utm_source=QRC&utm_medium=PUB&utm_campaign=APIMO",
  "property_type": "townhouse",
  "status": "for_sale",
  "list_date": null,
  "upsell_priority": 0,
  "auction_date": null,
  "lot_size": "500.0",
  "lot_size_format": "square_meter",
  "living_area": 1460,
  "living_area_format": "square_feet",
  "rentable": false,
  "lkey": null,
  "utm": null,
  "id": 9142492,
  "video": {
    "wellcomemat_media": null
  },
  "images": [
    {
      "sequence": 0,
      "small_url": "https://static3.mansionglobal.com/production/media/listing_images/79fd40fac758b164e46f67d7e3673a45/small_d24d35bfd83333eda617943df1ac72.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 1,
      "small_url": "https://static3.mansionglobal.com/production/media/listing_images/7b72d84b474a561ab689c4421bb16778/small_89aedecdee283b33d5acf00f05fde5.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 2,
      "small_url": "https://static2.mansionglobal.com/production/media/listing_images/65552980ca1681e3dc262358432a0d86/small_7dc38ea4503a9cd7e950cfdb1b53d8.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 3,
      "small_url": "https://static1.mansionglobal.com/production/media/listing_images/5d05b40d9084327bc54e546b5944b8df/small_e3a9c30f0e4d17a5063b6ef4b77049.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 4,
      "small_url": "https://static2.mansionglobal.com/production/media/listing_images/6708d80daea2a23d27f5967eef2d7d92/small_266c9cbbce0b52e2d2155d3fbc3b5f.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 5,
      "small_url": "https://static3.mansionglobal.com/production/media/listing_images/7044fdc8224fcd37c43fb816aa869df9/small_2ebf96d5fc242c1a5c2dbcbff1ccda.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 6,
      "small_url": "https://static1.mansionglobal.com/production/media/listing_images/1533464d028f89955f1e4a7505cd0e74/small_4285f79960249692b0d72da4c55a5e.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 960
      }
    },
    {
      "sequence": 7,
      "small_url": "https://static3.mansionglobal.com/production/media/listing_images/ccc456898294bed7ffa2c881a5fbfade/small_dae119faa50ece609e1cd074a07e58.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 8,
      "small_url": "https://static1.mansionglobal.com/production/media/listing_images/5181fcd658fe4df5d9bc24d3127c01db/small_5ef53ee3e499b55c94f21a2a5d1994.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 960
      }
    },
    {
      "sequence": 9,
      "small_url": "https://static2.mansionglobal.com/production/media/listing_images/f65d7b53f6075811d24a13a90d0bd88d/small_7403b020dded13980d6e7a8e1ba8da.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 960
      }
    },
    {
      "sequence": 10,
      "small_url": "https://static.mansionglobal.com/production/media/listing_images/88f58d9c37ef80cd27aaf9a66defe5b5/small_d51020824d24cefba1affef187c27b.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 11,
      "small_url": "https://static1.mansionglobal.com/production/media/listing_images/51ae8973bc6ba1bf6693ae7a69603fbc/small_7289a2e63dc1bc0f155f6e02478b0e.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 12,
      "small_url": "https://static2.mansionglobal.com/production/media/listing_images/ffab2e4285e443ea5513e7b55e8a4ccc/small_24a1294056d2745f61df6e8ede84c6.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 13,
      "small_url": "https://static.mansionglobal.com/production/media/listing_images/83ee9bc86c390c7ce51eaa8a2599dc5b/small_75538368c18c1dbd1a7f44be5cfac9.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 14,
      "small_url": "https://static3.mansionglobal.com/production/media/listing_images/7743b9db3d84012e3e9a58cc0f866064/small_d0accd9e12ef28e6bec3f68b99acd9.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 960
      }
    },
    {
      "sequence": 15,
      "small_url": "https://static.mansionglobal.com/production/media/listing_images/4d24113425e427572cf7684754484114/small_7368b4c5f0088634a9a94d4dae6797.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 16,
      "small_url": "https://static.mansionglobal.com/production/media/listing_images/06ce282c33a13dbe2122a10f2efe5002/small_e65703abf417dad0f7fd655d71138c.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 17,
      "small_url": "https://static3.mansionglobal.com/production/media/listing_images/c4df943192ec1307fc6e2730e5f4b85d/small_c363633c7d660ada02653f0a41b8cd.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 18,
      "small_url": "https://static3.mansionglobal.com/production/media/listing_images/7250ba2f0a6a44a67d11a404f40940a6/small_213c17ea17a379fcf5520d25b395ba.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    },
    {
      "sequence": 19,
      "small_url": "https://static1.mansionglobal.com/production/media/listing_images/1dcd1cd589b32f472a3e7b4e02c2bcc6/small_ec6716524afba89404569d6e24f278.jpg",
      "small_dimensions": {
        "width": 640,
        "height": 427
      }
    }
  ]
}

Each listing returns a structured record with 30+ fields:

Pricing

Field	Meaning
Original Price Cents	Listing price in the smallest currency unit (e.g., cents), enabling precise numeric comparisons
Original Currency	Currency of the listing (e.g., EUR, USD, GBP)
Original Price Period	Price period if applicable (e.g., per month for rentals)
Price Upon Request	Boolean flag — true if the seller withholds the price publicly

Brokerage & Marketing

Field	Meaning
Brokerage Name	Name of the listing agency or brokerage
Branch Name	Specific branch or office handling the listing
Marketing Group Name	Marketing umbrella or network the brokerage belongs to
Upsell	Whether the listing has a paid promotional placement
Upsell Priority	Numeric ranking of the upsell tier

Location

Field	Meaning
Address	Full address as provided by the listing
Geocoded Address	Standardized address resolved via geocoding
Hide Address	true if the exact address is intentionally hidden

Property Specs

Field	Meaning
Bedrooms	Number of bedrooms
Full Bathrooms	Number of full bathrooms
Partial Bathrooms	Number of half/partial bathrooms
Combined Bathrooms	Total bathroom count (full + partial)
Living Area	Interior living space (numeric value)
Living Area Format	Unit of the living area (e.g., sqft, sqm)
Lot Size	Total lot or land area
Lot Size Format	Unit of the lot size
Property Type	Category of property (e.g., apartment, villa, townhouse)
Rentable	Whether the property is also available for rent

Listing Metadata

Field	Meaning
ID	Unique internal Mansion Global listing identifier
Status	Listing status (e.g., active, sold, pending)
List Date	Date the property was first published
Auction Date	Scheduled auction date, if applicable
Deleted At	Timestamp if the listing has been removed
SEO Path	URL slug used for the listing's canonical page
Original Listing URL	Direct link to the listing detail page
Candidate	Internal classification flag used by the platform
LKey	Internal lookup key for the listing
UTM	UTM tracking parameters associated with the listing

Media

Field	Meaning
Images	Array of listing photo URLs
Video	Video tour URL, if available

---

How to Use

1. Build your search URL — Go to Mansion Global, apply your filters (city, price range, bedrooms, property type), and copy the resulting page URL.
2. Configure the input — Paste URLs into the urls array. Multiple URLs are supported for multi-market runs.
3. Set item limit — Adjust max_items_per_url based on how many listings you need per location.
4. Enable fault tolerance — Keep ignore_url_failures: true to prevent a single bad URL from stopping the entire run.
5. Export — Download results as JSON, CSV, or Excel for use in Excel, Google Sheets, Tableau, or your database.

Common issues:

• If results are empty, confirm the URL returns visible listings in your browser (some markets may require login).
• Overly specific filters may return fewer listings than max_items_per_url — this is expected behavior.

---

Use Cases & Business Value

• Price benchmarking: Compare luxury property prices across Paris arrondissements or global cities
• Inventory monitoring: Track new listings hitting the market in target neighborhoods
• Investment research: Identify underpriced assets relative to comparable listings
• Market reporting: Build data-driven reports on luxury real estate supply and demand

The Mansion Global Scraper replaces hours of manual browsing with a single automated run, delivering consistent, machine-readable data at scale.

---

Conclusion

The Mansion Global Property Search Scraper is an essential tool for anyone working with luxury real estate data. With 30+ structured fields per listing — covering price, specs, location, brokerage, and media — it provides the depth needed for serious market analysis. Run it against any Mansion Global search URL and start turning listings into insights.