Landwatch Property Scraper: Extract Land & Farm Listings at Scale

---

What Is Landwatch.com?

Landwatch.com is a specialized real estate marketplace for land, farms, ranches, and rural properties across the United States. It hosts hundreds of thousands of listings ranging from small residential plots to large commercial agricultural operations. Manual data collection from Landwatch is inefficient — the Landwatch Property Details Scraper automates extraction of property information, enabling bulk analysis and integration into downstream systems.

---

Overview

The Landwatch Property Scraper extracts comprehensive property detail pages from Landwatch.com, converting rich listing data into clean, structured records. It is designed for:

• Real estate agents and brokers tracking market inventory and competitor listings
• Land investors analyzing properties across regions and price ranges
• Market researchers studying agricultural and rural property trends
• Property aggregators building unified databases from multiple sources
• Data analysts benchmarking land values, acreage, and availability

Key strengths include support for bulk URL processing, granular control over item limits, graceful URL failure handling, and comprehensive output covering property basics, location, pricing, multimedia, and MLS integration.

---

Input Format

The scraper accepts a configuration object specifying target URLs and behavior:

{
  "urls": [
    "https://www.landwatch.com/harrison-county-texas-farms-and-ranches-for-sale/pid/427490879",
    "https://www.landwatch.com/luna-county-new-mexico-recreational-property-for-sale/pid/427463766"
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Field	Description	Example
urls	Array of Landwatch property detail page URLs	Direct links to individual property listings
max_items_per_url	Maximum records extracted per URL (useful for paginated results)	200
ignore_url_failures	If true, continues scraping if a URL fails; if false, halts execution	true or false

Tip: Use direct property detail URLs (containing /pid/ parameter) rather than search results pages for accurate extraction.

---

Output Format

Sample output

{
  "account_id": 145929,
  "account_maps_id": null,
  "account_type": 41,
  "acres": 331.39,
  "address": {
    "address1": "3102 Buck Sherrod Road",
    "address2": "",
    "city": "Marshall",
    "state": 48,
    "state_abbreviation": "TX",
    "state_name": "Texas",
    "zip": "75672"
  },
  "ad_targeting_pta": "farms and ranches",
  "area_label": "331.39 acres",
  "attachments": [
    {
      "caption": "Untitled design (2).jpg",
      "docs_path": "/documents/6348371101/Untitleddesign2.jpg",
      "document_id": 6348371101,
      "document_type_id": 20,
      "filename": "Untitled design (2).jpg",
      "is_external": false,
      "uploaded_account_file_id": 0,
      "uploaded_property_file_id": 3544912,
      "url": "https://www.landwatch.com/api/documents/6348371101/Untitleddesign2.jpg"
    }
  ],
  "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": 4,
  "beds": 6,
  "can_display": false,
  "canonical_url": "/harrison-county-texas-farms-and-ranches-for-sale/pid/427490879",
  "city": {
    "id": 16313,
    "county_id": 5923,
    "county_label_plural": null,
    "county_name": null,
    "latitude": 32.537,
    "longitude": -94.35151,
    "google_place_id": null,
    "name": "Marshall",
    "region_id": 0,
    "region_name": null,
    "state_id": 48,
    "state_abbreviation": "TX",
    "state_name": "Texas"
  },
  "city_url": "/texas-land-for-sale/marshall",
  "county": {
    "id": 5923,
    "fips": 48203,
    "laf_county_id": 3921,
    "latitude": 0,
    "longitude": 0,
    "name": "Harrison County",
    "google_place_id": null,
    "state_id": 48,
    "state_name": null,
    "region_id": 0,
    "region_name": null,
    "encoded_polylines": null
  },
  "county_url": "/texas-land-for-sale/harrison-county",
  "description": [
    "The TJ Lowe Ranch has for years been one of East Texas high-fence exotic game ranch. Today it operates as a working cattle operation with 164 head of Wagyu and Black Angus/Brangus Cross. The ranch also produced 504 rolls of hay in 2025 alone. The high fence is still in place, and there are 3 lakes on the property. This ranch has 2 homes, working cattle pens, several barns & shops big enough to house large equipment, farm implements and hay.\r",
    "\r",
    "The Land\r",
    "At 331.39 acres, the ranch strikes the kind of balance that's hard to engineer and harder to find. Deep green, well-managed pastures open up across the property's rolling terrain, broken up by mature, scattered oaks that give it a park-like feel from the air and natural shade cover at ground level. Dense belts of pine, oak, and native hardwood wrap the perimeter and cut through the interior, creating the privacy, thermal cover, and wildlife movement corridors that make this land work for both cattle and deer.\r",
    "\r",
    "Three small lakes are spread across the property, each holding water reliably through all seasons. The gentle roll of the land naturally feeds water into them, creating long, open pastoral views. At the end of the asphalt road, a potential hilltop homesite sits above it all, offering an elevated vantage point over the ponds and the entire ranch.\r",
    "\r",
    "Scattered mature oaks throughout open ground  natural shade and park-like aesthetic\r",
    "\r",
    "Dense pine, oak, and native hardwood timber on perimeter and interior\r",
    "\r",
    "3 lakes  reliable water for livestock and wildlife\r",
    "\r",
    "Gently rolling terrain with long views\r",
    "\r",
    "Multiple paddocks with cattle guards between\r",
    "\r",
    "Approximately 1 mile of private paved (asphalt) road\r",
    "\r",
    "Multiple gated entrances  secure, private access\r",
    "\r",
    "Working Cattle Ranch\r",
    "The ranch is currently running 164 head of Wagyu and Black Angus grazing pastures that have proven they can carry the load. The working infrastructure matches the operation: a well-equipped barn, corrals, covered equipment storage, and multiple paddocks separated by cattle guards make day-to-day ranch management efficient and straightforward.\r",
    "\r",
    "Multiple paddocks with cattle guards for rotational grazing\r",
    "\r",
    "Corrals and working facilities\r",
    "\r",
    "Substantial covered equipment and hay storage\r",
    "\r",
    "Hunting & Wildlife\r",
    "The ranch's history as a high-fence exotic game operation left its mark in the best possible way. The full perimeter high fence is intact. A small population of Red Stag and Axis deer still call this place home after the exotics operation concluded. The ranch is not currently operated as a hunting property, but everything a new owner would need to run one is already here: the fence, the cover, the water, and five high-fenced paddocks around the barn that once supported herd management are all still intact and functional.\r",
    "\r",
    "For a buyer who wants to revive a high fence hunting operation in East Texas, this property eliminates most of the startup cost and time.\r",
    "\r",
    "Full perimeter high fence  intact\r",
    "\r",
    "Remnant Red Stag and Axis deer on property\r",
    "\r",
    "5 high-fenced paddocks around the barn  ready for herd management\r",
    "\r",
    "2 automated feed bins with augers\r",
    "\r",
    "Dense timber and lake water  ideal native wildlife habitat\r",
    "\r",
    "Former exotic game ranch pedigree (previously raised zebra and wildebeest)\r",
    "\r",
    "Hilltop Home Site\r",
    "The asphalt road doesn't just cut through the ranch; it leads somewhere specific. At the top of one of the prominent hills sits a potential future home site with underground power already run to it. The elevation puts you 30 ft in elevation above the pastures, the timber line, and above everything else within the ranch perimeter.\r",
    "\r",
    "If a custom home is on your list, the hardest part is already done.\r",
    "\r",
    "Structures & Improvements\r",
    "The working improvements on this ranch are scaled for a serious operation  not a weekend place. Everything has been sized and positioned with function in mind.\r",
    "\r",
    "Main Residence\r",
    "\r",
    "3 bed / 2 bath main house (30'x56') with metal roof\r",
    "\r",
    "Tenant / Manager's House\r",
    "\r",
    "Separate tenant house with carport  ideal for a ranch manager or extended family\r",
    "\r",
    "Barn & Working Facilities\r",
    "\r",
    "36'x48' barn with 12' side awnings, tack room, feed room, and stalls\r",
    "\r",
    "Corrals\r",
    "\r",
    "5 high-fenced paddocks surrounding the barn\r",
    "\r",
    "Shops & Covered Storage\r",
    "\r",
    "Main implement shed/shop: 92'x50' total  70'x50' covered, 22'x50' enclosed with plumbing and roll-up door\r",
    "\r",
    "Shop near tenant house: 50'x80'\r",
    "\r",
    "Shed behind barn: 40'x60'\r",
    "\r",
    "Shed in middle paddock: 30'x40'\r",
    "\r",
    " Shed in left paddock: 30'x40'\r",
    "\r",
    "Location\r",
    "The ranch sits just north of Interstate 20 in Harrison County just southeast of Marshall, Tx. It's Approx. 5.5 miles from Harrison County Airport making it close enough to major markets to be convenient yet far enough off the road that you'd never know it from inside the fence. The timber perimeter provides a natural buffer, and the multiple gated entrances keep access controlled. Dallas, Shreveport, and Tyler are all within reasonable driving distance, and the proximity to the airport make this a realistic option for an owner who wants a working ranch within range of the city.\r",
    "\r",
    "The Bottom Line\r",
    "The TJ Lowe Ranch is a proven hay producer, a working cattle ranch, a former exotic game operation with the infrastructure still intact, and a blank canvas for whoever decides what it becomes next. The land is performing. The fence is up. The power is run. The road is paved.\r",
    "\r",
    "\r",
    "Opportunities like this in East Texas with this much history, this much production, and this much upside  are genuinely rare. If you've been looking for the real thing, this is it."
  ],
  "directions": [
    ""
  ],
  "disclaimer": null,
  "executive_summary": "This well-improved ranch combines productive cattle and hay operations with extensive infrastructure, including multiple homes, barns, shops, lakes, and working facilities. Rolling pastures, mature timber, and abundant water create an attractive setting for livestock, wildlife, and recreation. Convenient regional access and existing high-fence infrastructure provide exceptional versatility and long-term potential.",
  "external_link": "https://www.doublecreekrealestate.com/properties/tx/east-tx-cattle-ranch-hunting-land-marshall-tx-for-sale/1151148/",
  "external_source_id": null,
  "feed_last_checked": null,
  "formatted_description": "<p>The TJ Lowe Ranch has for years been one of East Texas high-fence exotic game ranch. Today it operates as a working cattle operation with 164 head of Wagyu and Black Angus/Brangus Cross. The ranch also produced 504 rolls of hay in 2025 alone. The high fence is still in place, and there are 3 lakes on the property. This ranch has 2 homes, working cattle pens, several barns & shops big enough to house large equipment, farm implements and hay.</p>\n<p> </p>\n<p><b>The Land</b></p>\n<p>At 331.39 acres, the ranch strikes the kind of balance that's hard to engineer and harder to find. Deep green, well-managed pastures open up across the property's rolling terrain, broken up by mature, scattered oaks that give it a park-like feel from the air and natural shade cover at ground level. Dense belts of pine, oak, and native hardwood wrap the perimeter and cut through the interior, creating the privacy, thermal cover, and wildlife movement corridors that make this land work for both cattle and deer.</p>\n<p>Three small lakes are spread across the property, each holding water reliably through all seasons. The gentle roll of the land naturally feeds water into them, creating long, open pastoral views. At the end of the asphalt road, a potential hilltop homesite sits above it all, offering an elevated vantage point over the ponds and the entire ranch.</p>\n<p>Scattered mature oaks throughout open ground natural shade and park-like aesthetic</p>\n<p>Dense pine, oak, and native hardwood timber on perimeter and interior</p>\n<p>3 lakes reliable water for livestock and wildlife</p>\n<p>Gently rolling terrain with long views</p>\n<p>Multiple paddocks with cattle guards between</p>\n<p>Approximately 1 mile of private paved (asphalt) road</p>\n<p>Multiple gated entrances secure, private access</p>\n<p> </p>\n<p><b>Working Cattle Ranch</b></p>\n<p>The ranch is currently running 164 head of Wagyu and Black Angus grazing pastures that have proven they can carry the load. The working infrastructure matches the operation: a well-equipped barn, corrals, covered equipment storage, and multiple paddocks separated by cattle guards make day-to-day ranch management efficient and straightforward.</p>\n<p>Multiple paddocks with cattle guards for rotational grazing</p>\n<p>Corrals and working facilities</p>\n<p>Substantial covered equipment and hay storage</p>\n<p> </p>\n<p><b>Hunting & Wildlife</b></p>\n<p>The ranch's history as a high-fence exotic game operation left its mark in the best possible way. The full perimeter high fence is intact. A small population of Red Stag and Axis deer still call this place home after the exotics operation concluded. The ranch is not currently operated as a hunting property, but everything a new owner would need to run one is already here: the fence, the cover, the water, and five high-fenced paddocks around the barn that once supported herd management are all still intact and functional.</p>\n<p>For a buyer who wants to revive a high fence hunting operation in East Texas, this property eliminates most of the startup cost and time.</p>\n<p>Full perimeter high fence intact</p>\n<p>Remnant Red Stag and Axis deer on property</p>\n<p>5 high-fenced paddocks around the barn ready for herd management</p>\n<p>2 automated feed bins with augers</p>\n<p>Dense timber and lake water ideal native wildlife habitat</p>\n<p>Former exotic game ranch pedigree (previously raised zebra and wildebeest)</p>\n<p> </p>\n<p><b>Hilltop Home Site</b></p>\n<p>The asphalt road doesn't just cut through the ranch; it leads somewhere specific. At the top of one of the prominent hills sits a potential future home site with underground power already run to it. The elevation puts you 30 ft in elevation above the pastures, the timber line, and above everything else within the ranch perimeter.</p>\n<p>If a custom home is on your list, the hardest part is already done.</p>\n<p> </p>\n<p><b>Structures & Improvements</b></p>\n<p>The working improvements on this ranch are scaled for a serious operation not a weekend place. Everything has been sized and positioned with function in mind.</p>\n<p> </p>\n<p><b>Main Residence</b></p>\n<p>3 bed / 2 bath main house (30'x56') with metal roof</p>\n<p>Tenant / Manager's House</p>\n<p>Separate tenant house with carport ideal for a ranch manager or extended family</p>\n<p> </p>\n<p><b>Barn & Working Facilities</b></p>\n<p>36'x48' barn with 12' side awnings, tack room, feed room, and stalls</p>\n<p> </p>\n<p><b>Corrals</b></p>\n<p>5 high-fenced paddocks surrounding the barn</p>\n<p>Shops & Covered Storage</p>\n<p>Main implement shed/shop: 92'x50' total 70'x50' covered, 22'x50' enclosed with plumbing and roll-up door</p>\n<p>Shop near tenant house: 50'x80'</p>\n<p>Shed behind barn: 40'x60'</p>\n<p>Shed in middle paddock: 30'x40'</p>\n<p>Shed in left paddock: 30'x40'</p>\n<p> </p>\n<p><b>Location</b></p>\n<p>The ranch sits just north of Interstate 20 in Harrison County just southeast of Marshall, Tx. It's Approx. 5.5 miles from Harrison County Airport making it close enough to major markets to be convenient yet far enough off the road that you'd never know it from inside the fence. The timber perimeter provides a natural buffer, and the multiple gated entrances keep access controlled. Dallas, Shreveport, and Tyler are all within reasonable driving distance, and the proximity to the airport make this a realistic option for an owner who wants a working ranch within range of the city.</p>\n<p> </p>\n<p><b>The Bottom Line</b></p>\n<p>The TJ Lowe Ranch is a proven hay producer, a working cattle ranch, a former exotic game operation with the infrastructure still intact, and a blank canvas for whoever decides what it becomes next. The land is performing. The fence is up. The power is run. The road is paved.</p>\n<p>Opportunities like this in East Texas with this much history, this much production, and this much upside are genuinely rare. If you've been looking for the real thing, this is it.</p>",
  "geocode_accuracy": 8,
  "half_baths": 0,
  "hide_first_street_factors": false,
  "highlight1": "Operating cattle ranch with 164 head supported by productive pastures and efficient working facilities",
  "highlight2": "Three lakes, rolling terrain, and mature timber provide outstanding livestock and wildlife habitat",
  "highlight3": "Extensive improvements include two homes, multiple barns, shops, corrals, and covered storage",
  "highlight4": "Full high-fence infrastructure and wildlife resources create significant recreational upside",
  "homesqft": 3000,
  "homes_user_id": null,
  "image_document_ids": [
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  "image_info": [
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    {
      "height": 600,
      "label": "977eb59c-f6e3-45f4-9052-957fab124120",
      "width": 1067,
      "document_id": 6348342105,
      "image_id": 1821963694
    },
    {
      "height": 600,
      "label": "95f49666-a5f8-4688-bb27-b56165b6b550",
      "width": 1067,
      "document_id": 6348342110,
      "image_id": 1821963695
    },
    {
      "height": 600,
      "label": "f30b5423-126f-44c6-b96a-5677d7ce4804",
      "width": 1067,
      "document_id": 6348342115,
      "image_id": 1821963696
    },
    {
      "height": 600,
      "label": "80f1bd1c-d07d-48f0-aee7-7fdc8a6b0682",
      "width": 1067,
      "document_id": 6348342125,
      "image_id": 1821963697
    },
    {
      "height": 600,
      "label": "8e621f6f-e1ac-4763-ae22-5ac39594dcd6",
      "width": 1067,
      "document_id": 6348342127,
      "image_id": 1821963698
    },
    {
      "height": 600,
      "label": "6f44e4d5-e708-4a27-bc98-14bc626c9b0c",
      "width": 900,
      "document_id": 6348342128,
      "image_id": 1821963699
    },
    {
      "height": 600,
      "label": "a4e0cc5d-26a2-486d-ab3f-2aff8efa6d99",
      "width": 620,
      "document_id": 6348342129,
      "image_id": 1821963700
    },
    {
      "height": 600,
      "label": "e95f0133-a2f7-4119-bf8d-7cd9eaba8bda",
      "width": 624,
      "document_id": 6348342132,
      "image_id": 1821963701
    },
    {
      "height": 600,
      "label": "d5b96ee0-12e9-4687-b052-c2f29809f000",
      "width": 620,
      "document_id": 6348342133,
      "image_id": 1821963702
    },
    {
      "height": 600,
      "label": "0811a94a-171d-4d6d-bf5b-3663370a5306",
      "width": 615,
      "document_id": 6348342134,
      "image_id": 1821963703
    },
    {
      "height": 600,
      "label": "82a694b6-73f8-43d2-bc11-084e2e8f91bd",
      "width": 1067,
      "document_id": 6348342141,
      "image_id": 1821963704
    }
  ],
  "is_diamond": true,
  "is_gold": false,
  "is_platinum": false,
  "is_private": false,
  "is_showcase": false,
  "is_list_hub_listing": false,
  "is_irrigated": false,
  "is_liked": false,
  "is_free": false,
  "is_residence": true,
  "latitude": 32.50637390000001,
  "last_updated": "July 17, 2026 at 8:11 AM",
  "lead_routing_email": null,
  "link_infos": [
    {
      "label_text": "Farms and Ranches",
      "url": "/texas-land-for-sale/harrison-county/farms-ranches"
    },
    {
      "label_text": "Hunting Property",
      "url": "/texas-land-for-sale/harrison-county/hunting-property"
    },
    {
      "label_text": "House",
      "url": "/texas-land-for-sale/harrison-county/homes"
    }
  ],
  "listhub_listing_status": null,
  "listing_date": "2026-07-16",
  "listing_id": 28088364,
  "listing_level": 30,
  "longitude": -94.2776097,
  "main_photo_document_id": "6348341900",
  "mls_id": "",
  "mls_name": null,
  "parcel_id": null,
  "parent_account_id": null,
  "participant_key": null,
  "partner_id": 0,
  "partner_name": null,
  "price": 2975000,
  "pricing_plan": null,
  "region": {
    "county_ids": null,
    "id": 527,
    "name": "Piney Woods North Texas",
    "state_id": 0,
    "state_name": null
  },
  "reference_name": null,
  "should_redirect_ldp": null,
  "site_listing_id": 427490879,
  "small_map_url": "https://maps.googleapis.com/maps/api/staticmap?key=AIzaSyCvtvmtxTW9V3N4SW7-QvFPV5k1O6pmkds&channel=land&size=100x100&maptype=roadmap¢er=32.50637390000001%2c-94.2776097&markers=color:blue%7C32.50637390000001%2c-94.2776097&zoom=10&signature=hucEAbXcHNpl8__0F3xK-tgHa5Q=",
  "site_id": 1113,
  "state": {
    "county_label": "County",
    "county_label_plural": "Counties",
    "state_id": 48,
    "state_abbreviation": "TX",
    "state_name": "Texas",
    "tax_rate": 1.9
  },
  "market_status": 1,
  "third_party_map_url": "id.land/maps/c8b752ad5a5c74118e5be96eac9416a4/embed",
  "title": "East TX Cattle Ranch & Hunting Land, Marshall Tx For Sale",
  "types": [
    "Farms and Ranches",
    "Hunting Property",
    "House"
  ],
  "type_ids": [
    1,
    2,
    128,
    8192
  ],
  "upgrade_level_id": 45,
  "xml_data": null,
  "youtube_video_id": null,
  "virtual_tour_link": ""
}

Each scraped property returns a detailed record with 80+ fields spanning identification, location, specifications, pricing, media, and metadata.

Property Identification & Status

Field	Meaning
Listing ID	Unique Landwatch identifier for the property
Parcel ID	County assessor's parcel number
Site Listing ID	Internal site reference ID
MLS ID	Multiple Listing Service ID (if syndicated)
Title	Property title as displayed on Landwatch
Listing Date	Date the listing was published
Last Updated	Most recent modification timestamp
Market Status	Status (e.g., active, pending, sold, off-market)
Listhub Listing Status	Status if synced to ListHub

Location & Geography

Field	Meaning
Address	Full street address of the property
City	City or nearest town
County	County name
State	State abbreviation (e.g., TX, NM, CO)
Latitude	Geographic latitude coordinate
Longitude	Geographic longitude coordinate
Geocode Accuracy	Precision level of geographic coordinates
Region	Broader geographic region
Directions	Directions to the property
City URL	Canonical city directory URL
County URL	Canonical county directory URL

Property Characteristics

Field	Meaning
Acres	Total acreage of the property
Types	Property types (e.g., farm, ranch, vacant land, hunting property)
Beds	Number of bedrooms (if residential building present)
Baths	Number of bathrooms
Half Baths	Number of half-baths
Home Sqft	Square footage of structures on the property
Is Irrigated	Whether the land includes irrigation systems
Is Residence	Whether the property includes a residence

Pricing & Financial

Field	Meaning
Price	Listing price in USD
Pricing Plan	Seller's pricing tier or package
Is Free	Whether the listing is posted at no cost
Is Diamond, Is Gold, Is Platinum	Premium listing status levels

Description & Details

Field	Meaning
Description	Full text property description
Formatted Description	HTML-formatted description
Executive Summary	Brief property summary
Highlight 1, Highlight 2, Highlight 3, Highlight 4	Key selling points or features
Disclaimer	Legal disclaimers or notices

Media & Images

Field	Meaning
Image Document IDs	Internal references to property photos
Image Info	Metadata about included images
Main Photo Document ID	ID of the primary listing photo
Small Map URL	URL to a small map thumbnail
Third Party Map URL	External map service URL
YouTube Video ID	ID of any linked property tour video
Virtual Tour Link	URL to 3D or virtual walk-through

Account & Listing Details

Field	Meaning
Account ID	Seller or agent account ID
Account Type	Type of account (agent, broker, private)
Account Maps ID	Maps directory reference
Lead Routing Email	Email for inquiries and leads
MLS Name	Name of the MLS (if syndicated)
Is List Hub Listing	Whether the listing appears on ListHub
Canonical URL	Official property page URL
External Link	Link to external property or agent page
External Source ID	ID if imported from another source

Additional Fields

Field	Meaning
Area Label	Marketing label for the area
Attachments	Associated documents or PDFs
Can Display	Whether the property can be publicly displayed
Is Showcase	Featured or showcase listing status
Is Private	Private or off-market listing flag
Is Liked	Whether the listing is favorited by users
Upgrade Level ID	Listing enhancement package level
XML Data	Raw XML property data (if available)
Auction fields	Auction details if the property is sold via auction
Partner ID, Partner Name	Third-party syndication partner details

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How to Use

1. Collect property URLs — Navigate Landwatch.com, open individual property detail pages, and copy the full URL (e.g., https://www.landwatch.com/.../pid/XXXXXXXXX).

2. Prepare your input — Paste URLs into the urls array. Recommended: use 10–50 URLs per run for optimal speed.

3. Configure settings — Set max_items_per_url to 200 for complete data extraction. Enable ignore_url_failures: true for bulk runs.

4. Run the scraper — Start the actor and monitor the progress log for any issues.

5. Export results — Download extracted data as JSON, CSV, or Excel for analysis or import.

Best practices:

• Use property detail URLs (those containing /pid/) rather than search result pages
• For large batch jobs (100+ URLs), split into multiple runs to avoid timeouts
• Set ignore_url_failures: true to handle occasional Landwatch outages gracefully
• Test with 5 URLs first to verify output before running large batches

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Use Cases & Business Value

• Market analysis: Track land prices, acreage trends, and availability by county or state
• Competitive intelligence: Monitor competitor properties, pricing strategies, and market saturation
• Real estate aggregation: Feed Landwatch listings into your own property search platform or database
• Investment research: Identify emerging markets, distressed properties, or high-value opportunities
• Academic studies: Analyze rural land economics, agricultural property trends, or migration patterns

The Landwatch Property Scraper eliminates hours of manual browsing and spreadsheet entry, delivering data-ready records that integrate seamlessly into CRMs, databases, and analytical tools.

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Conclusion

The Landwatch Property Scraper is an essential tool for real estate professionals, investors, and researchers working with land and rural properties. With 80+ data fields and robust URL handling, it transforms scattered Landwatch listings into structured, actionable intelligence. Start scraping today and unlock the full potential of Landwatch market data.