{
  "workflow": {
    "id": 4295,
    "name": "Automate business lead scraping from Apify to Google Sheets with data cleaning",
    "views": 24498,
    "recentViews": 5,
    "totalViews": 24498,
    "createdAt": "2025-05-21T18:47:26.249Z",
    "description": "\n## 🚀 Automated Lead Scraper Workflow (Apify + n8n + Google Sheets)\n\n### 🧠 What It Does\n\nThis n8n workflow automates the process of scraping leads using **Apify**, cleaning the extracted data, and exporting it to **Google Sheets**—ready for use in outreach, prospecting, or CRM pipelines.\n\n---\n\n### 🔄 Workflow Steps\n\n1. ✅ **Start** – Manually triggers the workflow.\n2. 🧩 **Set Variables** – Stores required Apify credentials:\n\n   * `APIFY_TOKEN`: Your Apify token.\n   * `APIFY_TASK_ID`: The Apify task to run.\n3. 🕸️ **Run Apify Scraper** – Launches the scraper and fetches the dataset.\n4. 🧹 **Clean Data** – Processes scraped results to:\n\n   * ✂️ Strip non-numeric characters from phone numbers.\n   * ✉️ Format emails (lowercase + trimmed).\n5. 📊 **Export to Google Sheets** – Appends clean data to your spreadsheet:\n\n   * 🏢 `company name` → from `title`\n   * 📞 `phone` → cleaned number\n   * 📍 `address` → from scraped info\n\n---\n\n### 🛠️ Requirements\n\n* 🕷️ **Apify Account**\n\n  * A valid `APIFY_TOKEN`\n  * An existing Apify task (`APIFY_TASK_ID`)\n\n* 📗 **Google Sheets Access**\n\n  * OAuth2 credentials set up in n8n (e.g., `\"Google Sheets account 2\"`)\n\n---\n\n### 🚦 How to Use\n\n1. ⚙️ Open the **Variables** node and plug in your Apify credentials.\n2. 📄 Confirm the **Google Sheets** node points to your desired spreadsheet.\n3. ▶️ Run the workflow manually from the **Start** node.\n\n---\n\n### 📥 Output\n\nA ready-to-use sheet of **cleaned lead data** containing:\n\n* Company names\n* Phone numbers\n* Addresses\n\n---\n\n### 💼 Perfect For:\n\n* Sales teams doing outbound prospecting\n* Marketers building lead lists\n* Agencies running data aggregation tasks\n\n---\n\n",
    "workflow": {
      "id": "8dpOtivR6zGMa8Nf",
      "meta": {
        "instanceId": "2000c64071c20843606b95c63795bb0797c41036047055a6586498e855b96efc",
        "templateCredsSetupCompleted": true
      },
      "name": "Automated Lead Scraper: Apify to Google Sheets",
      "tags": [],
      "nodes": [
        {
          "id": "331e904a-362e-4b18-ac01-60bd138a7ee1",
          "name": "Manual Trigger",
          "type": "n8n-nodes-base.manualTrigger",
          "position": [
            -1740,
            -300
          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "c8c72d6e-4558-4ab1-9c19-2b8e3cefc856",
          "name": "Run Apify Scraper",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            -1280,
            -300
          ],
          "parameters": {
            "url": "={{ 'https://api.apify.com/v2/actor-tasks/' + $json.APIFY_TASK_ID + '/run-sync-get-dataset-items?token=' +$json.APIFY_TOKEN}}",
            "options": {
              "splitIntoItems": true
            }
          },
          "typeVersion": 1
        },
        {
          "id": "fb61d5a9-0352-4079-a00f-c42df06bb09e",
          "name": "Clean Data",
          "type": "n8n-nodes-base.code",
          "position": [
            -1080,
            -300
          ],
          "parameters": {
            "jsCode": "// Clean scraped data before LLM processing\nreturn $input.all().map(item => ({\n  ...item.json,\n  phone: item.json.phone?.replace(/[^\\d+]/g, '') || '',\n  email: item.json.email?.toLowerCase().trim() || ''\n}));"
          },
          "typeVersion": 2
        },
        {
          "id": "a6988139-87e5-423c-bec9-ce155f617dab",
          "name": "Export to Google Sheets",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            -760,
            -300
          ],
          "parameters": {
            "columns": {
              "value": {
                "phone": "={{ $json.phone }}",
                "Address": "={{ $json.address }}",
                "company name": "={{ $json.title }}"
              },
              "schema": [
                {
                  "id": "company name",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "company name",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "website",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "website",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "phone",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "phone",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Address",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Address",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "append",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "Sheet1",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1UHkd_OuK1Xzc0ZXo7FPrsd5M1JlsIY9pJDC3fsJ3oq8/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "YOUR_GOOGLE_SHEET_ID",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1UHkd_OuK1Xzc0ZXo7FPrsd5M1JlsIY9pJDC3fsJ3oq8/edit?usp=drivesdk",
              "cachedResultName": "leas list solar"
            }
          },
          "typeVersion": 4.5
        },
        {
          "id": "f4398fd2-bff0-4e9c-ae1b-f5950be0a384",
          "name": "Variables",
          "type": "n8n-nodes-base.set",
          "position": [
            -1500,
            -300
          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "4486360c-2296-41ad-a48f-706e24c49a4f",
                  "name": "APIFY_TOKEN",
                  "type": "string",
                  "value": "YOUR_APIFY_API_TOKEN"
                },
                {
                  "id": "6e56b0e3-36ae-4f1e-b0e5-38767bbe8af9",
                  "name": "APIFY_TASK_ID",
                  "type": "string",
                  "value": "YOUR_APIFY_TASK_ID"
                }
              ]
            }
          },
          "typeVersion": 3.4
        },
        {
          "id": "04a980cf-365b-4cc3-8439-fd71cb1f05a3",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1860,
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          ],
          "parameters": {
            "color": 7,
            "width": 1660,
            "height": 780,
            "content": "## Automated Business Lead Scraper with Apify to Google Sheets\n**Purpose:** Automates scraping business leads using Apify, cleaning the data, and exporting them to Google Sheets.\n\n**Workflow Steps:**\n1. **Manual Trigger**: Starts the workflow manually.\n2. **Set API Credentials**: Add your `APIFY_TOKEN` and `APIFY_TASK_ID`.\n3. **Run Apify Scraper**: Fetches leads using Apify HTTP API.\n4. **Clean Data**: Formats phone numbers and emails.\n5. **Export to Google Sheets**: Appends data to your spreadsheet.\n\n**Google Sheet Requirements:**\n- Sheet name: `Sheet1`\n- Columns: `company name`, `phone`, `Address`\n\n**Customization Tips:**\n- Add more fields like `email`, `website` in Clean Data and mapping.\n- Add conditions or filters before exporting.\n- Add email alerts if needed.\n"
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "47bf9abd-67aa-49c8-81c9-761e75ee731f",
      "connections": {
        "Start": {
          "main": [
            [
              {
                "node": "Variables",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Variables": {
          "main": [
            [
              {
                "node": "Run Apify Scraper",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Clean Data": {
          "main": [
            [
              {
                "node": "Export to Google Sheets",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Run Apify Scraper": {
          "main": [
            [
              {
                "node": "Clean Data",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 6,
      "nodeTypes": {
        "n8n-nodes-base.set": {
          "count": 1
        },
        "n8n-nodes-base.code": {
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        },
        "n8n-nodes-base.stickyNote": {
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        },
        "n8n-nodes-base.httpRequest": {
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        },
        "n8n-nodes-base.googleSheets": {
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        "n8n-nodes-base.manualTrigger": {
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      }
    },
    "status": "published",
    "user": {
      "name": "David Olusola",
      "username": "dae221",
      "bio": "I design enterprise-grade automation systems that eliminate bottlenecks, cut manual work by 70%+, and unlock millions in lost revenue opportunities. My clients — typically achieve 5–10x ROI within the first 90 days. Currently partnering with select high-growth companies ready to scale faster with AI automation.  david@daexai.com",
      "verified": true,
      "links": [
        ""
      ],
      "avatar": "https://gravatar.com/avatar/2abbc4c9e828c54a8d8838beda1382e8e4a66684ef9fa8451dbeb3e72b0c9f9c?r=pg&d=retro&size=200"
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        "id": 18,
        "icon": "file:googleSheets.svg",
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            "name": "Core Nodes"
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        "name": "n8n-nodes-base.manualTrigger",
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        },
        "group": "[\"trigger\"]",
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          "color": "#909298"
        },
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          "type": "icon"
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    ],
    "categories": [
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        "name": "Lead Generation"
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    "image": []
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}