# LandFlip Land & Rural Property Scraper + Agent (`scrapersdelight/landflip-scraper`) Actor Scrape LandFlip land, farm, ranch & lot listings WITH the listing agent/broker contact: agent name, brokerage, direct phone, plus acreage, price, $/acre, address, county, state and listing URL. By US state, search URL, or listing URLs. No login. - **URL**: https://apify.com/scrapersdelight/landflip-scraper.md - **Developed by:** [Scrapers Delight](https://apify.com/scrapersdelight) (community) - **Categories:** Automation, Lead generation, Real estate - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $4.00 / 1,000 per land listing returneds This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. 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. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md). If your project is in a different language, use 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 ## LandFlip Land & Rural Property Scraper + Agent Contact Scrape **[LandFlip](https://www.landflip.com)** land, farm, ranch and lot listings **with the listing agent / broker contact** most land scrapers skip — agent name, brokerage, and **direct phone** — alongside the full property core (acreage, price, $/acre, address, county, state, ZIP, listing type, description, photo, tour video). Built for **land investors, rural real-estate brokers, farm / timber / solar / hunting-land buyers, and land-CRM / GTM tools** who need a clean, structured feed of who to call about each parcel. ### What you get (one row per listing) | Field | Example | |---|---| | `agentName` | Andrew Finger | | `company` (brokerage) | Elegment Land | | `phone` | 970-420-2440 | | `sellerType` | Pro Land Seller | | `sellerProfileUrl` | https://www.landflip.com/land-for-sale/21895-seller | | `title` | 6.64Ac Unrestricted, RV/Mobile OK | | `price` / `priceCurrency` | 141900 / USD | | `acres` / `pricePerAcre` | 6.64 / 21370 | | `street`, `city`, `county`, `state`, `zip` | Lot 6 16947 E Fm 942 · Livingston · Polk County · TX · 77351 | | `listingCategory` / `listingStatus` | Land For Sale / for-sale | | `description`, `image`, `videoUrl`, `url`, `id` | … | ### Input - **states** — e.g. `["Texas", "Montana"]` (each becomes a LandFlip search). - **listingType** — `for-sale` (default), `fsbo`, `auction`, `for-lease`. - **keyword** — optional land-type filter: `hunting`, `farm`, `ranch`, `waterfront`, `timber`, … - **searchUrls** — paste LandFlip search URLs (`/land-for-sale/{state}`) or listing URLs (`/land/{id}`) directly; auto-detected. Also accepts lotflip.com / farmflip.com listing URLs. - **maxItems** — cap per run (default 100). ### Pricing Pay-per-result: **$0.004 per listing** returned with its agent/broker record. Budget-aware — you are only charged for the rows that fit your run's cap. ### Notes Public real-estate listing data. You are responsible for complying with LandFlip's Terms of Service and for compliant outreach (TCPA / Do-Not-Call) when using agent phone numbers. # Actor input Schema ## `states` (type: `array`): US states to scrape land listings for, e.g. ["Texas", "Montana"]. Each becomes a LandFlip search (landflip.com/land-for-sale/{state}) and every matching listing is scraped with its agent/broker contact. Leave blank if you use Search URLs or Listing URLs. ## `listingType` (type: `string`): Which LandFlip section to pull for the States above. ## `keyword` (type: `string`): Optional category filter applied to the States search, e.g. "hunting", "farm", "ranch", "waterfront", "timber". Maps to LandFlip's /{keyword}-keyword filter. ## `searchUrls` (type: `array`): Optional. Paste LandFlip URLs directly — search/results pages (e.g. https://www.landflip.com/land-for-sale/texas) or individual listing pages (https://www.landflip.com/land/415560). Each type is auto-detected. Also works for lotflip.com and farmflip.com listing URLs. ## `maxItems` (type: `integer`): Cap on the number of listings returned this run (cost/speed guard). Default 100; set 0 to pull the whole search scope (up to a safety cap). ## `requestConcurrency` (type: `integer`): How many listing pages to fetch in parallel. Higher = faster; keep modest to stay polite. ## `proxyConfiguration` (type: `object`): Proxy settings. LandFlip serves clean pages to most IPs, so the default Apify Proxy (automatic) is recommended. ## Actor input object example ```json { "states": [ "Montana" ], "listingType": "for-sale", "maxItems": 5, "requestConcurrency": 6, "proxyConfiguration": { "useApifyProxy": true } } ```` # Actor output Schema ## `records` (type: `string`): The dataset of scraped LandFlip listings + agent/broker contact (one item per listing). # 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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "states": [ "Montana" ], "listingType": "for-sale", "maxItems": 5 }; // Run the Actor and wait for it to finish const run = await client.actor("scrapersdelight/landflip-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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "states": ["Montana"], "listingType": "for-sale", "maxItems": 5, } # Run the Actor and wait for it to finish run = client.actor("scrapersdelight/landflip-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 '{ "states": [ "Montana" ], "listingType": "for-sale", "maxItems": 5 }' | apify call scrapersdelight/landflip-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=scrapersdelight/landflip-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "LandFlip Land & Rural Property Scraper + Agent", "description": "Scrape LandFlip land, farm, ranch & lot listings WITH the listing agent/broker contact: agent name, brokerage, direct phone, plus acreage, price, $/acre, address, county, state and listing URL. By US state, search URL, or listing URLs. No login.", "version": "0.1", "x-build-id": "hWV9iUIgHcISHKdwY" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/scrapersdelight~landflip-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-scrapersdelight-landflip-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/scrapersdelight~landflip-scraper/runs": { "post": { "operationId": "runs-sync-scrapersdelight-landflip-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/scrapersdelight~landflip-scraper/run-sync": { "post": { "operationId": "run-sync-scrapersdelight-landflip-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "states": { "title": "US states", "type": "array", "description": "US states to scrape land listings for, e.g. [\"Texas\", \"Montana\"]. Each becomes a LandFlip search (landflip.com/land-for-sale/{state}) and every matching listing is scraped with its agent/broker contact. Leave blank if you use Search URLs or Listing URLs.", "items": { "type": "string" } }, "listingType": { "title": "Listing type", "enum": [ "for-sale", "fsbo", "auction", "for-lease" ], "type": "string", "description": "Which LandFlip section to pull for the States above.", "default": "for-sale" }, "keyword": { "title": "Land-type keyword (optional)", "type": "string", "description": "Optional category filter applied to the States search, e.g. \"hunting\", \"farm\", \"ranch\", \"waterfront\", \"timber\". Maps to LandFlip's /{keyword}-keyword filter." }, "searchUrls": { "title": "Search or listing URLs", "type": "array", "description": "Optional. Paste LandFlip URLs directly — search/results pages (e.g. https://www.landflip.com/land-for-sale/texas) or individual listing pages (https://www.landflip.com/land/415560). Each type is auto-detected. Also works for lotflip.com and farmflip.com listing URLs.", "items": { "type": "string" } }, "maxItems": { "title": "Max results", "minimum": 0, "type": "integer", "description": "Cap on the number of listings returned this run (cost/speed guard). Default 100; set 0 to pull the whole search scope (up to a safety cap).", "default": 100 }, "requestConcurrency": { "title": "Request concurrency", "minimum": 1, "maximum": 12, "type": "integer", "description": "How many listing pages to fetch in parallel. Higher = faster; keep modest to stay polite.", "default": 6 }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Proxy settings. LandFlip serves clean pages to most IPs, so the default Apify Proxy (automatic) is recommended.", "default": { "useApifyProxy": true } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```