Land.com Property Scraper: Extract Real Estate Data in Bulk

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What Is Land.com?

Land.com is a comprehensive online marketplace specializing in land and raw property sales across the United States. It hosts thousands of listings ranging from small residential lots to large commercial acreage, including properties sold at auction. Manually collecting property data from Land.com listings is labor-intensive — the Land.com Property Scraper automates bulk extraction, delivering structured, analysis-ready data in minutes.

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Overview

The Land.com Property Scraper extracts comprehensive property detail pages from Land.com, transforming real estate listings into machine-readable records. It is designed for:

• Real estate investors sourcing properties and tracking market trends
• Market researchers analyzing regional land values and availability
• Data analysts building property datasets for CRM or database integration
• Developers powering real estate aggregators or analysis platforms
• Auction buyers monitoring property auctions and bidding opportunities

Key strengths include configurable per-URL item limits, robust handling of failed URLs, and access to 80+ data fields covering property specs, images, geocoding, and auction metadata.

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Input Format

The scraper accepts a configuration with property URLs and execution options:

{
  "urls": [
    "https://www.land.com/property/27314-sandrala-dr-punta-gorda-florida-33955/25150909/",
    "https://www.land.com/property/neisman-ave-interlachen-florida-32148/27971688/"
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Field	Type	Description
urls	Array	Direct links to Land.com property detail pages. Paste URLs one by one or use bulk edit for multiple listings.
max_items_per_url	Number	Maximum records to collect per URL (e.g., 200). Controls data volume.
ignore_url_failures	Boolean	If true, scraper continues even if some URLs fail. Recommended for large batch runs.

Tip: Land.com property URLs are unique per listing (e.g., /property/address-street-city-state-zip/listing-id/). Verify each URL points to a specific property detail page before running.

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Output Format

Sample output

{
  "account_id": 3096193,
  "account_maps_id": null,
  "account_type": 13,
  "acres": 0.19,
  "address": {
    "address1": "27314 Sandrala Dr",
    "address2": "",
    "city": "Punta Gorda",
    "state": 12,
    "state_abbreviation": "FL",
    "state_name": "Florida",
    "zip": "33955"
  },
  "ad_targeting_pta": "residential",
  "area_label": "0.19 acres",
  "attachments": [],
  "auction_address": null,
  "auction_bidding_url": null,
  "auction_city": null,
  "auction_end_date": null,
  "auction_id": null,
  "auction_info_url": null,
  "auction_is_online_only": false,
  "auction_start_date": null,
  "auction_state": null,
  "auction_timezone": null,
  "auction_title": null,
  "baths": 0,
  "beds": 0,
  "can_display": false,
  "canonical_url": "/property/27314-sandrala-dr-punta-gorda-florida-33955/25150909/",
  "city": {
    "id": 21808,
    "county_id": 6343,
    "county_label_plural": null,
    "county_name": null,
    "latitude": 26.90999,
    "longitude": -82.07641,
    "google_place_id": null,
    "name": "Punta Gorda",
    "region_id": 0,
    "region_name": null,
    "state_id": 12,
    "state_abbreviation": "FL",
    "state_name": "Florida"
  },
  "city_url": null,
  "county": {
    "id": 6343,
    "fips": 12015,
    "laf_county_id": 243,
    "latitude": 0,
    "longitude": 0,
    "name": "Charlotte County",
    "google_place_id": null,
    "state_id": 12,
    "state_name": null,
    "region_id": 0,
    "region_name": null,
    "encoded_polylines": null
  },
  "county_url": null,
  "description": [
    "Enjoy the best of Southwest Florida with this 0.19-acre canalfront lot in Tropical Gulf Acres, a quiet neighborhood just minutes from downtown Punta Gorda. Whether you’re looking to build your home, create a weekend getaway, or hold land as an investment, this property gives you flexibility and real value in a growing area.",
    "",
    "Owner financing available — get started with as little as $499 down!",
    "",
    "The lot sits on a paved road with power at the property line and is already flat and lightly treed, making it easy to start planning your build. RSF-3.5 zoning allows for single-family homes, so you can design exactly what you want without HOA restrictions or high carrying costs. With low property taxes and simple access, this lot is as straightforward as it gets.",
    "",
    "You’ll be just a short drive from Fishermen’s Village, Charlotte Harbor, and Punta Gorda’s waterfront restaurants and marinas. Major routes like US-41 and I-75 are close by, giving you quick access to Fort Myers, Sarasota, and Florida’s Gulf Coast beaches. For those who love the outdoors, there’s no shortage of nearby spots for boating, kayaking, and fishing.",
    "",
    "This property has everything that makes Florida living great—quiet streets, friendly neighbors, and peaceful water views right out your back door. Build now or hold for the future; either way, you’re getting a solid piece of land in one of the most desirable corners of Charlotte County.",
    "",
    "--",
    "",
    "PAYMENT OPTIONS:",
    "",
    "Cash Discount Price: $19,995",
    "",
    "OR",
    "",
    "Option 1: $499 Down and $345/month for 84 months",
    "",
    "Option 2: $499 Down and $545/month for 48 months",
    "",
    "--",
    "",
    "PROPERTY DETAILS:",
    "",
    "APN: 422310402017",
    "",
    "Property Size: 0.19 Acres",
    "",
    "Subdivision: Tropical Gulf Acres",
    "",
    "Terrain: Lightly Treed, Flat.",
    "",
    "Access: Paved road access via Sandrala Dr",
    "",
    "HOA: None",
    "",
    "Taxes: Approximately $325 per year",
    "",
    "Deed Type: Warranty Deed",
    "",
    "Zoning: Vacant-Residential Land.",
    "",
    "What Can Be Built: Site-built single-family home or DCA-approved manufactured home",
    "",
    "Camping: Not allowed",
    "",
    "RVs: Not allowed on vacant property",
    "",
    "Mobile Homes: Not permitted",
    "",
    "--",
    "",
    "NEARBY ATTRACTIONS:",
    "",
    "This property is just minutes from some of Punta Gorda’s best attractions, including the waterfront shops and restaurants at Fishermen’s Village, the scenic trails and wildlife of Charlotte Harbor Preserve State Park, and the vibrant downtown district known for its local markets, marinas, and live music. You’re also a short drive from Port Charlotte Beach Park, Boca Grande, and Englewood Beach, where you can enjoy boating, fishing, kayaking, or just relaxing by the Gulf.",
    "",
    "--",
    "",
    "If you’ve been waiting for the right spot to build in Punta Gorda, this is it. Quiet street, paved access, and water out back - everything you need to get started.",
    "",
    "Reach out for more details or next steps! Just give us a call/text or click the green *SEND MESSAGE* button today."
  ],
  "directions": [
    "From Punta Gorda, FL",
    "",
    "Take US-41 South out of downtown Punta Gorda.",
    "",
    "Turn left onto Morningside Drive and continue into the Tropical Gulf Acres community.",
    "",
    "Turn right onto Sandrala Drive.",
    "",
    "Follow Sandrala Drive until you reach 27314 Sandrala Dr, which will be on your right."
  ],
  "disclaimer": null,
  "executive_summary": null,
  "external_link": "https://arcadialandgroup.com/listing/0-19-acres-w-canal-frontage-punta-gorda-fl/",
  "external_source_id": null,
  "feed_last_checked": null,
  "formatted_description": null,
  "geocode_accuracy": 8,
  "half_baths": 0,
  "hide_first_street_factors": false,
  "highlight1": null,
  "highlight2": null,
  "highlight3": null,
  "highlight4": null,
  "homesqft": 0,
  "homes_user_id": null,
  "image_document_ids": [
    5797059179,
    5776658949,
    5776658945,
    5776658947,
    5776658948,
    5776658952,
    5776658943,
    5776658946,
    5776583302,
    5776658936,
    5776658934,
    5776658938,
    5776658953,
    5776658955,
    5776658956,
    5776658933,
    5776658932,
    5776658971,
    5776658972,
    5776583307,
    5776658973,
    5776583308,
    5776658981
  ],
  "image_info": [
    {
      "height": 2500,
      "label": "FRESHWATER CANAL (5)",
      "width": 3750,
      "document_id": 5797059179,
      "image_id": 1284668228
    },
    {
      "height": 1648,
      "label": "Photo_s-30",
      "width": 2200,
      "document_id": 5776658949,
      "image_id": 1284668242
    },
    {
      "height": 1648,
      "label": "Photo_s-34",
      "width": 2200,
      "document_id": 5776658945,
      "image_id": 1284668238
    },
    {
      "height": 1648,
      "label": "Photo_s-32",
      "width": 2200,
      "document_id": 5776658947,
      "image_id": 1284668240
    },
    {
      "height": 1648,
      "label": "Photo_s-31",
      "width": 2200,
      "document_id": 5776658948,
      "image_id": 1284668241
    },
    {
      "height": 1648,
      "label": "Photo_s-28",
      "width": 2200,
      "document_id": 5776658952,
      "image_id": 1284668243
    },
    {
      "height": 1648,
      "label": "Photo_s-35",
      "width": 2200,
      "document_id": 5776658943,
      "image_id": 1284668237
    },
    {
      "height": 1648,
      "label": "Photo_s-33",
      "width": 2200,
      "document_id": 5776658946,
      "image_id": 1284668239
    },
    {
      "height": 1080,
      "label": "9",
      "width": 1920,
      "document_id": 5776583302,
      "image_id": 1284668229
    },
    {
      "height": 1648,
      "label": "Photo_s-37",
      "width": 2200,
      "document_id": 5776658936,
      "image_id": 1284668235
    },
    {
      "height": 1648,
      "label": "Photo_s-38",
      "width": 2200,
      "document_id": 5776658934,
      "image_id": 1284668234
    },
    {
      "height": 1648,
      "label": "Photo_s-36",
      "width": 2200,
      "document_id": 5776658938,
      "image_id": 1284668236
    },
    {
      "height": 1648,
      "label": "Photo_s-27",
      "width": 2200,
      "document_id": 5776658953,
      "image_id": 1284668244
    },
    {
      "height": 1648,
      "label": "Photo_s-26",
      "width": 2200,
      "document_id": 5776658955,
      "image_id": 1284668245
    },
    {
      "height": 1648,
      "label": "Photo_s-25",
      "width": 2200,
      "document_id": 5776658956,
      "image_id": 1284668246
    },
    {
      "height": 1375,
      "label": "Photo_s-39",
      "width": 2200,
      "document_id": 5776658933,
      "image_id": 1284668233
    },
    {
      "height": 1375,
      "label": "Photo_s-40",
      "width": 2200,
      "document_id": 5776658932,
      "image_id": 1284668232
    },
    {
      "height": 2324,
      "label": "Screenshot 2025-10-10 at 4.06.54 PM",
      "width": 3334,
      "document_id": 5776658971,
      "image_id": 1284668247
    },
    {
      "height": 2196,
      "label": "Screenshot 2025-10-10 at 3.42.43 PM",
      "width": 3142,
      "document_id": 5776658972,
      "image_id": 1284668248
    },
    {
      "height": 1080,
      "label": "10",
      "width": 1920,
      "document_id": 5776583307,
      "image_id": 1284668230
    },
    {
      "height": 2324,
      "label": "Screenshot 2025-10-10 at 4.17.47 PM",
      "width": 3040,
      "document_id": 5776658973,
      "image_id": 1284668249
    },
    {
      "height": 1080,
      "label": "11",
      "width": 1920,
      "document_id": 5776583308,
      "image_id": 1284668231
    },
    {
      "height": 1080,
      "label": "8 (1)",
      "width": 1920,
      "document_id": 5776658981,
      "image_id": 1284668250
    }
  ],
  "is_diamond": false,
  "is_gold": false,
  "is_platinum": true,
  "is_private": false,
  "is_showcase": false,
  "is_list_hub_listing": false,
  "is_irrigated": false,
  "is_liked": false,
  "is_free": false,
  "is_residence": false,
  "latitude": 26.835613250732422,
  "last_updated": "July 15, 2026 at 9:51 AM",
  "lead_routing_email": null,
  "link_infos": null,
  "listhub_listing_status": null,
  "listing_date": "2025-10-10",
  "listing_id": 25150909,
  "listing_level": 23,
  "longitude": -81.99576568603516,
  "main_photo_document_id": "5797059179",
  "mls_id": "",
  "mls_name": null,
  "parcel_id": "0|330|422310402017|1",
  "parent_account_id": null,
  "participant_key": null,
  "partner_id": 0,
  "partner_name": null,
  "price": 19995,
  "pricing_plan": null,
  "region": {
    "county_ids": null,
    "id": 53,
    "name": "Southwest Florida",
    "state_id": 0,
    "state_name": null
  },
  "reference_name": null,
  "should_redirect_ldp": null,
  "site_listing_id": 25150909,
  "small_map_url": "https://maps.googleapis.com/maps/api/staticmap?key=AIzaSyCvtvmtxTW9V3N4SW7-QvFPV5k1O6pmkds&channel=land&size=100x100&maptype=roadmap¢er=26.835613250732422%2c-81.99576568603516&markers=color:blue%7C26.835613250732422%2c-81.99576568603516&zoom=10&signature=Tg8SHyBNSEJcprGDZ1pDys5Z1tw=",
  "site_id": 0,
  "state": {
    "county_label": "County",
    "county_label_plural": "Counties",
    "state_id": 12,
    "state_abbreviation": "FL",
    "state_name": "Florida",
    "tax_rate": 1.06
  },
  "market_status": 1,
  "third_party_map_url": null,
  "title": "0.19 Ac Canalfront Lot in Punta Gorda, FL | Paved Road Access with POWER!",
  "types": [
    "Residential Property",
    "Undeveloped Land",
    "Lakefront Property",
    "Waterfront Property"
  ],
  "type_ids": [
    8,
    32,
    512
  ],
  "upgrade_level_id": 40,
  "xml_data": null,
  "youtube_video_id": null,
  "virtual_tour_link": null
}

Each property record includes 80+ structured fields organized by category:

Core Property Identification

Field	Meaning
Listing ID	Unique Land.com property identifier
Parcel ID	Government parcel number for the land
Title	Property listing title
Address	Full street address
Canonical URL	Official property page URL
External Source ID	ID if imported from external feed
Listing Date	When the listing was published
Last Updated	Most recent listing update timestamp
Market Status	Current status (active, sold, expired, etc.)

Physical Specifications

Field	Meaning
Acres	Land size in acres
Beds	Number of bedrooms (if applicable)
Baths	Full bathrooms count
Half Baths	Half/partial bathroom count
Home Sqft	Building square footage
Is Residence	Flag indicating if property is residential
Is Irrigated	Whether land has irrigation infrastructure
Types	Property type (land, farm, commercial, etc.)
Description	Full listing description (HTML format)
Formatted Description	Clean, HTML-formatted description
Executive Summary	Brief property summary

Location & Geography

Field	Meaning
City	City name
State	U.S. state code
County	County name
Region	Geographic region classification
Area Label	Local area or neighborhood name
Latitude	Decimal latitude coordinate
Longitude	Decimal longitude coordinate
Geocode Accuracy	Precision level of geocoding (rooftop, street, city)
Directions	Directions or access notes

Pricing & Market Details

Field	Meaning
Price	Listed asking price
Pricing Plan	Pricing tier or subscription level
Listing Level	Promotion level (standard, gold, platinum, diamond)
Is Gold / Is Platinum / Is Diamond	Listing upgrade flags
Is Showcase	Whether featured in premium listings

Auction Information

Field	Meaning
Auction ID	Unique auction identifier
Auction Title	Title displayed for auction
Auction Start Date	Auction opening date and time
Auction End Date	Auction closing date and time
Auction Timezone	Timezone for auction dates
Auction Address	Property address as listed for auction
Auction City / Auction State	Auction location details
Auction Bidding URL	Link to place bids
Auction Is Online Only	Whether auction is digital-only
Auction Info URL	Auction details page URL

Media & Visuals

Field	Meaning
Main Photo Document ID	Primary property image ID
Image Document IDs	Array of all property image IDs
Image Info	Metadata about images (captions, sizes)
Small Map URL	Thumbnail map image URL
Third Party Map URL	External map provider URL
YouTube Video ID	Embedded video ID if present
Virtual Tour Link	Link to 3D/virtual tour
Attachments	Additional documents (surveys, PDFs)

MLS & Syndication

Field	Meaning
MLS ID	Multiple Listing Service identifier
MLS Name	Associated MLS board name
Is List Hub Listing	Flag for ListHub syndication
Listhub Listing Status	ListHub status (active, inactive, sold)
Site Listing ID	Partner site listing ID
Partner ID / Partner Name	Data source partner details

Account & Administrative

Field	Meaning
Account ID	Listing agent/broker account ID
Account Maps ID	Maps account identifier
Account Type	Agent vs. broker account type
Parent Account ID	Parent company/agency ID
Lead Routing Email	Email for lead inquiries
Homes User ID	Agent user ID in Land.com system
Reference Name	Agent or company name
Participant Key	Agent authentication key

Other Flags & Metadata

Field	Meaning
Is Private	Whether listing is private/unlisted
Is Free	Whether listed at no cost
Is Liked	Whether property is user-favorited
Can Display	Permission to display listing
Feed Last Checked	Last data feed refresh timestamp
XML Data	Raw XML property data
Disclaimer	Legal disclaimer text
Should Redirect LDP	Redirect flag for landing pages
Upgrade Level ID	Tier ID for listing upgrades
Hide First Street Factors	Flag to hide flood/disaster risk

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How to Use

1. Gather property URLs — Visit Land.com and browse properties. Copy the detail page URL for each property (e.g., https://www.land.com/property/address-city-state-zip/listing-id/).

2. Prepare input — Paste URLs into the urls array. Set max_items_per_url to 200 (or lower if testing). Enable ignore_url_failures: true for batch runs.

3. Start the run — Execute the scraper actor and monitor progress via logs.

4. Export results — Download output as JSON, CSV, or Excel after completion.

Best practices:

• Verify URLs point to actual property detail pages, not search results.
• Use ignore_url_failures: true for runs with 50+ URLs to avoid interruptions.
• Filter output fields in post-processing if working with large datasets.

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Use Cases & Business Value

• Investment analysis: Compare property prices, specifications, and market availability across regions
• Market research: Track land and property trends, pricing patterns, and supply dynamics
• Automated CRM sync: Feed property data directly into customer relationship or property management systems
• Auction monitoring: Track auction timelines, bidding URLs, and property details for strategic purchasing
• Real estate aggregation: Build custom property portals or comparison tools

The Land.com Property Scraper eliminates weeks of manual data collection and research, enabling faster investment decisions and deeper market insights.

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Conclusion

The Land.com Property Scraper is a powerful tool for real estate professionals, investors, and researchers who need structured property data at scale. With 80+ output fields covering specs, pricing, auctions, media, and geographic details, it transforms listings into actionable intelligence. Start scraping today and unlock opportunities in land and property markets.