{
  "workflow": {
    "id": 5220,
    "name": "Automated property market reports with Bright Data & n8n",
    "views": 643,
    "recentViews": 0,
    "totalViews": 643,
    "createdAt": "2025-06-24T15:55:09.767Z",
    "description": "# \n## Description\n\nThis workflow automatically generates comprehensive property market reports by scraping real estate listings and market data from multiple sources. It helps real estate professionals save time and provide data-driven insights to clients without manual research.\n\n## Overview\n\nThis workflow automatically generates property market reports by scraping real estate listings and market data. It uses Bright Data to access multiple real estate websites and compiles the data into comprehensive reports.\n\n### Tools Used\n\n*   **n8n:** The automation platform that orchestrates the workflow.\n*   **Bright Data:** For scraping real estate websites and property data without getting blocked.\n*   **Spreadsheets/Databases:** For storing and analyzing property data.\n*   **Document Generation:** For creating professional PDF reports.\n\n## How to Install\n\n1.  **Import the Workflow:** Download the `.json` file and import it into your n8n instance.\n2.  **Configure Bright Data:** Add your Bright Data credentials to the Bright Data node.\n3.  **Set Up Data Storage:** Configure where you want to store the property data.\n4.  **Customize:** Specify locations, property types, and report format.\n\n## Use Cases\n\n*   **Real Estate Agents:** Generate market reports for clients.\n*   **Property Investors:** Track market trends in target areas.\n*   **Market Analysts:** Automate data collection for property market analysis.\n\n---\n\n## Connect with Me\n\n*   **Website:** [https://www.nofluff.online](https://www.nofluff.online)\n*   **YouTube:** [https://www.youtube.com/@YaronBeen/videos](https://www.youtube.com/@YaronBeen/videos)\n*   **LinkedIn:** [https://www.linkedin.com/in/yaronbeen/](https://www.linkedin.com/in/yaronbeen/)\n*   **Get Bright Data:** [https://get.brightdata.com/1tndi4600b25](https://get.brightdata.com/1tndi4600b25) (Using this link supports my free workflows with a small commission)\n\n#n8n #automation #realestate #propertymarket #brightdata #marketreports #propertyanalysis #realestatedata #markettrends #propertyinvestment #n8nworkflow #workflow #nocode #realestateanalysis #propertyreports #realestateintelligence #marketresearch #propertyscraping #realestateautomation #investmentanalysis #propertytrends #datadriven #realestatetech #propertyinsights #marketanalysis #realestateinvesting\n",
    "workflow": {
      "id": "TmVkR7VvM0nMMgE8",
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        "templateCredsSetupCompleted": true
      },
      "name": "Property_Market_Report_via_Bright_data",
      "tags": [],
      "nodes": [
        {
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            "content": "=======================================\n            WORKFLOW ASSISTANCE\n=======================================\nFor any questions or support, please contact:\n    Yaron@nofluff.online\n\nExplore more tips and tutorials here:\n   - YouTube: https://www.youtube.com/@YaronBeen/videos\n   - LinkedIn: https://www.linkedin.com/in/yaronbeen/\n=======================================\n"
          },
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          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
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          "parameters": {
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            "width": 1289,
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            "content": "# 📊 **Commercial Real Estate Weekly Report Automation**\n\nThis automation helps you **scrape commercial property listings** (like office and retail spaces) from top websites using **Bright Data**, and automatically stores that data into a **Google Sheet**, ready for reporting or analysis.\n\n---\n\n## 🔹 **SECTION 1: 🔁 Automate + Scrape Listings**\n\n### 🧩 1. 📆 Weekly Market Trigger\n\n**Node Name:** `Weekly Market Trigger`\n**What it does:**\nThis node automatically starts the workflow every week (e.g., Monday at 8 AM). You don't have to press a button — it just runs in the background.\n\n🧠 **Beginner Benefit:**\n\n> Automate your market research without ever missing a week. Set it once and let it run!\n\n---\n\n### 🧩 2. 🌐 Fetch Listings via Bright Data\n\n**Node Name:** `Fetch Listings via Bright Data`\n**What it does:**\nThis node sends a `POST` request to **Bright Data Web Unlocker API**, which is a tool that bypasses captchas, anti-bot systems, and complex JavaScript-loaded pages to give you clean HTML content.\n\n**It targets a URL like:**\n\n```\nhttps://www.loopnet.com/for-lease/office/san-francisco-ca/\n```\n\n🛡️ Bright Data ensures the page is accessed as if it's being opened by a real user — no blocks, no errors.\n\n🧠 **Beginner Benefit:**\n\n> Even if a website has bot protections or hidden content, this node ensures you can access the data consistently and safely.\n\n---\n\n## 🔸 **SECTION 2: 🧱 Extract + Save Listings**\n\n### 🧩 3. 🧱 Extract Listing Details (HTML)\n\n**Node Name:** `Extract Listing Details (HTML)`\n**What it does:**\nIt scans the HTML content from the Bright Data response and pulls out important fields like:\n\n* 🏢 Property Title\n* 💵 Price\n* 📍 Address\n* 📐 Size\n* 🔗 Link to the listing\n\nUses **CSS selectors** like `.listing-title` or `.price-info` to find this info.\n\n🧠 **Beginner Benefit:**\n\n> This node turns messy website code into clean, structured data you can actually use in a report or analysis.\n\n---\n\n### 🧩 4. 📊 Save to Google Sheets\n\n**Node Name:** `Save to Google Sheets`\n**What it does:**\nThis final step **appends each extracted listing** into a Google Sheet in real time.\n\nYou’ll get a spreadsheet like this:\n\n| Title | Price | Address | Size | URL |\n| ----- | ----- | ------- | ---- | --- |\n\n🧠 **Beginner Benefit:**\n\n> Your scraped data is saved instantly where you can filter, chart, or share it with clients or your team.\n\n---\n\n## 🚀 **What You Can Do With This Workflow**\n\n* 📈 Track weekly commercial real estate trends\n* 🧠 Compare price per square foot by neighborhood\n* 📨 Send reports to clients or investors\n* 🔁 Use Google Sheets to trigger visual dashboards\n\n---\n\n## 🎁 Want to Make It Better?\n\n* Add a ✉️ **Slack or Email notification** node at the end\n* Use a 🪄 **Markdown Generator** to create beautiful weekly summaries\n* Append data to **separate tabs by week** for historical tracking\n\n---\n"
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          "name": "Weekly Market Trigger",
          "type": "n8n-nodes-base.scheduleTrigger",
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          "parameters": {
            "rule": {
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          "name": "Fetch Listings via Bright Data",
          "type": "n8n-nodes-base.httpRequest",
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          "parameters": {
            "url": "https://api.brightdata.com/request",
            "method": "POST",
            "options": {},
            "sendBody": true,
            "sendHeaders": true,
            "bodyParameters": {
              "parameters": [
                {
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                  "value": "n8n_unblocker"
                },
                {
                  "name": "url",
                  "value": "https://www.crexi.com/properties?geo=san-francisco-ca"
                },
                {
                  "name": "country",
                  "value": "us"
                },
                {
                  "name": "format",
                  "value": "raw"
                }
              ]
            },
            "headerParameters": {
              "parameters": [
                {
                  "name": "Authorization",
                  "value": "Bearer YOUR_TOKEN_HERE"
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          "name": "Extract Listing Details (HTML)",
          "type": "n8n-nodes-base.html",
          "position": [
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          "parameters": {
            "options": {},
            "operation": "extractHtmlContent",
            "extractionValues": {
              "values": [
                {
                  "key": "Price",
                  "cssSelector": "<span _ngcontent-ng-c2107907900=\"\" data-cy=\"propertyPrice\" class=\"ng-star-inserted\">$3,995,000</span>",
                  "returnArray": true
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          "name": "Save to Google Sheets",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
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          "parameters": {
            "operation": "append",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": ""
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": ""
            }
          },
          "credentials": {
            "googleSheetsOAuth2Api": {
              "id": "credential-id",
              "name": "googleSheetsOAuth2Api Credential"
            }
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          "typeVersion": 4.6
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        {
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          "name": "Sticky Note3",
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          "parameters": {
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            "content": "## 🔹 **SECTION 1: 🔁 Automate + Scrape Listings**\n\n### 🧩 1. 📆 Weekly Market Trigger\n\n**Node Name:** `Weekly Market Trigger`\n**What it does:**\nThis node automatically starts the workflow every week (e.g., Monday at 8 AM). You don't have to press a button — it just runs in the background.\n\n🧠 **Beginner Benefit:**\n\n> Automate your market research without ever missing a week. Set it once and let it run!\n\n---\n\n### 🧩 2. 🌐 Fetch Listings via Bright Data\n\n**Node Name:** `Fetch Listings via Bright Data`\n**What it does:**\nThis node sends a `POST` request to **Bright Data Web Unlocker API**, which is a tool that bypasses captchas, anti-bot systems, and complex JavaScript-loaded pages to give you clean HTML content.\n\n**It targets a URL like:**\n\n```\nhttps://www.loopnet.com/for-lease/office/san-francisco-ca/\n```\n\n🛡️ Bright Data ensures the page is accessed as if it's being opened by a real user — no blocks, no errors.\n\n🧠 **Beginner Benefit:**\n\n> Even if a website has bot protections or hidden content, this node ensures you can access the data consistently and safely.\n\n---\n"
          },
          "typeVersion": 1
        },
        {
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          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          "parameters": {
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            "width": 420,
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            "content": "## 🔸 **SECTION 2: 🧱 Extract + Save Listings**\n\n### 🧩 3. 🧱 Extract Listing Details (HTML)\n\n**Node Name:** `Extract Listing Details (HTML)`\n**What it does:**\nIt scans the HTML content from the Bright Data response and pulls out important fields like:\n\n* 🏢 Property Title\n* 💵 Price\n* 📍 Address\n* 📐 Size\n* 🔗 Link to the listing\n\nUses **CSS selectors** like `.listing-title` or `.price-info` to find this info.\n\n🧠 **Beginner Benefit:**\n\n> This node turns messy website code into clean, structured data you can actually use in a report or analysis.\n\n---\n\n### 🧩 4. 📊 Save to Google Sheets\n\n**Node Name:** `Save to Google Sheets`\n**What it does:**\nThis final step **appends each extracted listing** into a Google Sheet in real time.\n\nYou’ll get a spreadsheet like this:\n\n| Title | Price | Address | Size | URL |\n| ----- | ----- | ------- | ---- | --- |\n\n🧠 **Beginner Benefit:**\n\n> Your scraped data is saved instantly where you can filter, chart, or share it with clients or your team.\n\n---\n"
          },
          "typeVersion": 1
        },
        {
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          "name": "Sticky Note5",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            560,
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          "parameters": {
            "color": 7,
            "width": 380,
            "height": 240,
            "content": "## I’ll receive a tiny commission if you join Bright Data through this link—thanks for fueling more free content!\n\n### https://get.brightdata.com/1tndi4600b25"
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
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    "lastUpdatedBy": 29,
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    "status": "published",
    "user": {
      "name": "Yaron Been",
      "username": "yaron-nofluff",
      "bio": "Building AI Agents and Automations | Growth Marketer | Entrepreneur | Book Author & Podcast Host\n\nIf you need any help with Automations, feel free to reach out via linkedin:\nhttps://www.linkedin.com/in/yaronbeen/\n\nAnd check out my Youtube channel:\nhttps://www.youtube.com/@YaronBeen/videos",
      "verified": true,
      "links": [
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