# Land Property Search Scraper (`alexist/land-property-search-scraper`) Actor

Scrape undeveloped land listings from Land.com with powerful precision. This scraper captures 76+ data fields including acreage, pricing, location, broker details, images, and auction information — essential for real estate investors, market researchers, and property aggregators.

- **URL**: https://apify.com/alexist/land-property-search-scraper.md
- **Developed by:** [Alex](https://apify.com/alexist) (community)
- **Categories:** Automation, Developer tools, Real estate
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

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

***

### 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.

***

### 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.

***

### Input Format

The scraper accepts a JSON configuration object:

```json
{
    "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.

***

### Output Format

**Sample output**

```json
{
  "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 |

***

### 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.

***

### 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.

***

### 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.

# Actor input Schema

## `urls` (type: `array`):

Add the URLs of the property list urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list.

## `ignore_url_failures` (type: `boolean`):

If true, the scraper will continue running even if some URLs fail to be scraped.

## `max_items_per_url` (type: `integer`):

The maximum number of items to scrape per URL.

## Actor input object example

```json
{
  "urls": [
    "https://www.land.com/Florida/undeveloped-land/page-2/"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 100
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "urls": [
        "https://www.land.com/Florida/undeveloped-land/page-2/"
    ],
    "ignore_url_failures": true,
    "max_items_per_url": 100
};

// Run the Actor and wait for it to finish
const run = await client.actor("alexist/land-property-search-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "urls": ["https://www.land.com/Florida/undeveloped-land/page-2/"],
    "ignore_url_failures": True,
    "max_items_per_url": 100,
}

# Run the Actor and wait for it to finish
run = client.actor("alexist/land-property-search-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "urls": [
    "https://www.land.com/Florida/undeveloped-land/page-2/"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 100
}' |
apify call alexist/land-property-search-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=alexist/land-property-search-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/PY5MP9E907JXp42eK/builds/AaeNCaqzTBwcz54ml/openapi.json