Land.com Property Search Scraper: Extract Real Estate Listings Instantly

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What Is Land.com?

Land.com is a specialized marketplace for raw land and undeveloped properties across the United States. It hosts thousands of listings from small residential plots to large commercial tracts, complete with broker contacts, pricing, acreage details, and rich media. Manually collecting this data across multiple states and pages is inefficient — the Land.com Property Search Scraper automates bulk extraction, delivering comprehensive property intelligence in structured format.

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Overview

The Land.com Property Search Scraper extracts property listings from Land.com search result pages and returns detailed records with 76+ fields per property. It is designed for:

• Real estate investors identifying opportunities and market trends
• Market researchers analyzing land availability and pricing by region
• Property aggregators feeding data into multi-listing platforms
• Brokers and agencies competitive pricing and inventory analysis

Key features include configurable item limits per page, resilient error handling via ignore_url_failures, and comprehensive data capture covering location, pricing, property characteristics, broker details, and media metadata.

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Input Format

The scraper accepts a JSON configuration object:

{
    "urls": [
        "https://www.land.com/Florida/undeveloped-land/page-2/"
    ],
    "max_items_per_url": 200,
    "ignore_url_failures": true
}

Field	Type	Description
urls	Array	Land.com property list page URLs (state/property-type/page-#). Supports multiple pages and regions
max_items_per_url	Integer	Maximum listings to extract per URL (e.g., 200). Typical page contains 20-100 listings
ignore_url_failures	Boolean	If true, skips failed URLs and continues; if false, stops on error

Tip: Build targeted URLs by state (Florida, Texas, etc.) and property type (undeveloped-land, rural-land) for focused market analysis.

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Output Format

Sample output

{
  "account_id": 3187559,
  "acres": 0.22,
  "acres_display": "0.22 acres",
  "ad_targeting_county_id": 6283,
  "address": "Ellen Avenue",
  "auction_date": "0001-01-01T00:00:00",
  "auction_start_date": "0001-01-01T00:00:00",
  "auction_end_date": "0001-01-01T00:00:00",
  "auction_timezone": null,
  "baths": 0,
  "baths_display": "",
  "beds_display": "",
  "beds": 0,
  "broker_canonical_url": "/member/jeff-dettmer/3187559/",
  "broker_company": "AOK Land",
  "broker_name": "Jeff Dettmer",
  "broker_phone": null,
  "canonical_url": "/property/ellen-avenue-interlachen-florida-32148/27981628/",
  "city": "Interlachen",
  "city_id": null,
  "company_logo_document_id": 0,
  "county": "Putnam County",
  "county_id": 6283,
  "county_label": "County",
  "encoded_boundary_points": "{shtDzqsrN?mAi@??nAh@A",
  "executive_summary": null,
  "external_source_id": null,
  "half_baths": 0,
  "half_baths_display": null,
  "has_custom_map": true,
  "has_exterior_matterport": false,
  "has_house": false,
  "has_video": true,
  "has_virtual_tour": false,
  "homesqft": 0,
  "homesqft_display": "",
  "image_alt_text_display": "Undeveloped Land for sale in Putnam County, Florida",
  "image_count": 36,
  "image_ids": [
    6348614314,
    6348614310,
    6327583282,
    6327589087,
    6327590152,
    6327590202,
    6327590677,
    6327592830,
    6327593026,
    6327593033,
    6327593040,
    6327593049,
    6327593053,
    6327593057,
    6327593058,
    6327593059,
    6327593060,
    6327593062,
    6327593063,
    6327593064,
    6327593065,
    6327593293,
    6327593299,
    6327593305,
    6327593316,
    6327593328,
    6327593336,
    6327596199,
    6327596207,
    6327596208,
    6327596209,
    6327596210,
    6348614308,
    6327596211,
    6348614309,
    6348614311
  ],
  "insert_date": "2026-07-16T14:53:22.01",
  "id": 27981628,
  "is_alc": null,
  "is_courtesy": false,
  "is_diamond": false,
  "is_first_free_listing": false,
  "is_free": false,
  "is_gold": false,
  "is_liked": false,
  "is_platinum": true,
  "is_showcase": false,
  "laf_property_id": 42016004,
  "lake": null,
  "last_updated": "2026-07-16T14:55:53.9",
  "latitude": 29.704559326171875,
  "list_hub_listing_key": null,
  "listing_level": 23,
  "listing_level_title": "Premium Partner",
  "longitude": -81.86138916015625,
  "lw_property_id": 427386123,
  "on_market_date": "0001-01-01T00:00:00",
  "parent_account_id": 0,
  "partner_id": 0,
  "portrait_document_id": 5398348518,
  "price": 8900,
  "price_change_amount": null,
  "price_change_date": null,
  "price_change_percentage": null,
  "price_display": "$8,900",
  "price_per_acre": 40454.55,
  "property_types": null,
  "property_types_label": null,
  "region_id": null,
  "sales_date": null,
  "sales_price": null,
  "short_price": null,
  "short_price_change_amount": null,
  "site_listing_id": null,
  "state": null,
  "state_abbreviation": null,
  "state_code": null,
  "state_id": null,
  "status": null,
  "thumbnail_document_id": null,
  "title": "Power at the Road—Mobile Home Lot Near Lake Grandin",
  "types": [
    "Residential Property",
    "Timberland",
    "Undeveloped Land"
  ],
  "upgrade_level_id": null,
  "zip": "32148",
  "is_search_result": true,
  "from_url": "https://www.land.com/Florida/undeveloped-land/page-2/"
}

Each property listing returns a comprehensive record with 76 fields organized by category:

Property Identification & Location

Field	Meaning
ID	Unique Land.com property identifier
Canonical URL	Direct link to the property listing page
Title	Property display name or address headline
Address	Full street address of the property
City / City ID	City name and internal ID
County / County ID / County Label	County information
State / State Abbreviation / State Code / State ID	State and codes
ZIP	Postal zip code
Region ID	Geographic region classification

Property Characteristics

Field	Meaning
Acres / Acres Display	Total acreage formatted for display
Property Types / Property Types Label	Land classification (e.g., agricultural, commercial, residential)
Beds / Beds Display	Bedrooms (if structure exists)
Baths / Baths Display	Bathrooms (if structure exists)
Half Baths / Half Baths Display	Half-bath count
Home Sqft / Home Sqft Display	Building square footage
Has House	Boolean flag: does property include a structure
Lake	Adjacent lake or water feature
Has Custom Map	Property has custom boundary map
Encoded Boundary Points	GPS coordinates for property perimeter
Latitude / Longitude	Central property coordinates

Pricing & Financial

Field	Meaning
Price / Price Display	Current listing price
Short Price / Short Price Change Amount	Price in compact format and recent changes
Price Per Acre	Calculated price-per-acre metric
Price Change Amount / Price Change Percentage / Price Change Date	Price adjustment tracking
Sales Price	Closed sale price (if sold)
Sales Date	Sale completion date

Auction Information

Field	Meaning
Auction Date	Auction event date
Auction Start Date / Auction End Date	Auction window
Auction Timezone	Timezone for auction times
Is ALC	Indicates auction-style listing

Broker & Account Details

Field	Meaning
Account ID / Parent Account ID	Lister account identifiers
Broker Name	Primary broker or agent name
Broker Company	Brokerage firm name
Broker Phone	Contact phone number
Broker Canonical URL	Broker profile link
Partner ID	External partner integration ID

Listing Status & Visibility

Field	Meaning
Status	Current status (active, sold, pending)
On Market Date	Listing publication date
Insert Date	System creation date
Last Updated	Most recent modification date
Listing Level / Listing Level Title	Visibility tier (free, gold, platinum)
Upgrade Level ID	Premium feature flag
Is Free / Is Gold / Is Platinum / Is Diamond / Is Showcase	Listing tier flags
Is First Free Listing	Complimentary placement indicator
Is Courtesy	Courtesy listing flag
Is Liked	Saved/favorited status
Is Search Result	Appears in search results

Media & Images

Field	Meaning
Image Count	Total number of property images
Image IDs	Array of image resource IDs
Image Alt Text Display	Accessibility text for images
Has Video	Property includes video tour
Has Virtual Tour	360° or interactive tour available
Has Exterior Matterport	Matterport 3D tour available
Thumbnail Document ID	Listing thumbnail image ID
Portrait Document ID	Portrait-format image ID
Company Logo Document ID	Broker logo image ID

Additional Data

Field	Meaning
Executive Summary	Brief property description
External Source ID / Site Listing ID / LAF Property ID / LW Property ID / List Hub Listing Key	External system identifiers

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How to Use

1. Identify search pages — Navigate to Land.com, filter by state and property type, then copy the search URL (e.g., https://www.land.com/Florida/undeveloped-land/page-2/).
2. Configure input — Add URLs to the urls array. You can paste single or multiple pages.
3. Set limits — Adjust max_items_per_url (typical range: 50–200 depending on page size).
4. Enable resilience — Set ignore_url_failures: true for bulk multi-page runs.
5. Run scraper — Start the actor and monitor progress in the run log.
6. Export data — Download results as JSON, CSV, or Excel for analysis in spreadsheets or databases.

Best practices:

• Scrape one state at a time to organize results efficiently.
• Use max_items_per_url: 200 for comprehensive page coverage.
• Filter by property type on Land.com before copying the URL for cleaner datasets.

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Use Cases & Business Value

• Investment analysis: Compare pricing trends and acreage across counties and states
• Market research: Identify emerging land markets and broker activity patterns
• Competitive monitoring: Track competitor listings and pricing strategies
• Data aggregation: Feed cleaned property data into MLS systems or investment platforms
• Portfolio management: Bulk-audit property databases for accuracy and completeness

The Land.com Property Search Scraper eliminates weeks of manual research, delivering investor-ready data at scale. With 76+ fields covering everything from GPS coordinates to broker contacts, it powers smarter land investment decisions.

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Conclusion

The Land.com Property Search Scraper is the fastest way to gather raw land inventory and market intelligence. Whether you're an investor scouting opportunities, a researcher analyzing regional trends, or a platform aggregating multi-source listings, this scraper delivers clean, actionable data instantly. Start scraping today and unlock the full potential of the Land.com marketplace.