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使用GPT-4o-mini和谷歌表格生成个性化冷邮件

中级

这是一个Lead Nurturing, Multimodal AI领域的自动化工作流，包含 9 个节点。主要使用 Code, GoogleSheets, ManualTrigger, SplitInBatches, OpenAi 等节点。 使用GPT-4o-mini和谷歌表格生成个性化冷邮件

前置要求
  • •Google Sheets API 凭证
  • •OpenAI API Key

使用的节点 (9)

Code
StickyNote
GoogleSheets
ManualTrigger
SplitInBatches
OpenAi

分类

客户培育
多模态 AI
工作流预览
可视化展示节点连接关系，支持缩放和平移
React Flow
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
  "id": "7ch9fPwlQk0fZlsj",
  "meta": {
    "instanceId": "10309936d50af530652bf012ffd604ca965cd862fc2c4ceac16a0b773fc15d8e",
    "templateCredsSetupCompleted": true
  },
  "name": "谷歌邮件开场白",
  "tags": [],
  "nodes": [
    {
      "id": "8791c4c6-6b15-486e-806d-53f3add6e8a0",
      "name": "点击“测试工作流”时",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        -864,
        -448
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "5509f1fa-a7f5-47b8-8e94-9bc0febb3cb4",
      "name": "添加行1",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        -592,
        -448
      ],
      "parameters": {
        "options": {
          "returnFirstMatch": false
        },
        "filtersUI": {
          "values": [
            {
              "lookupValue": "Good",
              "lookupColumn": "category"
            },
            {
              "lookupValue": "no",
              "lookupColumn": "email created"
            }
          ]
        },
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 2062707747,
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/14JjbOiXXakwQrWpjdudiXrNDOVNfVKUGcNoBccgIJxg/edit#gid=2062707747",
          "cachedResultName": "california"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "14JjbOiXXakwQrWpjdudiXrNDOVNfVKUGcNoBccgIJxg",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/14JjbOiXXakwQrWpjdudiXrNDOVNfVKUGcNoBccgIJxg/edit?usp=drivesdk",
          "cachedResultName": "verified emails"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "dtJiH0StOVAQxDPK",
          "name": "Google Sheets account"
        }
      },
      "executeOnce": false,
      "typeVersion": 4.5
    },
    {
      "id": "ea570276-818e-46d9-9223-8fbbb0177cf4",
      "name": "代码1",
      "type": "n8n-nodes-base.code",
      "position": [
        544,
        -432
      ],
      "parameters": {
        "jsCode": "// Use $input to access the first item\nconst input = $input.first();\n\n// Get the content safely\nlet rawJson = input.json.message.content;\n\n// Remove backticks and optional \"json\" label\nrawJson = rawJson.replace(/```json|```/g, '').trim();\n\n// Parse the cleaned JSON string\nlet parsed;\ntry {\n  parsed = JSON.parse(rawJson);\n} catch (e) {\n  throw new Error(\"Invalid JSON format: \" + e.message);\n}\n\n// Return subject and body\nreturn [\n  {\n    json: {\n      subject: parsed.subject,\n      body: parsed.body\n    }\n  }\n];\n"
      },
      "typeVersion": 2
    },
    {
      "id": "7fc98079-b298-4a40-93a5-4738dc57fb0a",
      "name": "遍历项目",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        -384,
        -448
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "5194c7af-d5e2-4f06-9252-676967261a68",
      "name": "在表格中更新行",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        768,
        -432
      ],
      "parameters": {
        "columns": {
          "value": {
            "body": "={{ $json.body }}",
            "email created": "yes",
            "email subject": "={{ $json.subject }}",
            "EMAIL verified": "={{ $('Add Row1').item.json['EMAIL verified'] }}"
          },
          "schema": [
            {
              "id": "EMAIL verified",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "EMAIL verified",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "companyName",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "companyName",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": " description",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": " description",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "website",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "category",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "category",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "email subject",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "email subject",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "body",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "body",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "email created",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "email created",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "sent",
              "type": "string",
              "display": true,
              "removed": false,
              "required": false,
              "displayName": "sent",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "row_number",
              "type": "number",
              "display": true,
              "removed": true,
              "readOnly": true,
              "required": false,
              "displayName": "row_number",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [
            "EMAIL verified"
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "update",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": 2062707747,
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/14JjbOiXXakwQrWpjdudiXrNDOVNfVKUGcNoBccgIJxg/edit#gid=2062707747",
          "cachedResultName": "california"
        },
        "documentId": {
          "__rl": true,
          "mode": "list",
          "value": "14JjbOiXXakwQrWpjdudiXrNDOVNfVKUGcNoBccgIJxg",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/14JjbOiXXakwQrWpjdudiXrNDOVNfVKUGcNoBccgIJxg/edit?usp=drivesdk",
          "cachedResultName": "verified emails"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "dtJiH0StOVAQxDPK",
          "name": "Google Sheets account"
        }
      },
      "typeVersion": 4.5
    },
    {
      "id": "817537f3-43fe-4c6e-a7a7-ab492c10c8d7",
      "name": "邮件撰写器",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        16,
        -432
      ],
      "parameters": {
        "modelId": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini",
          "cachedResultName": "GPT-4O-MINI"
        },
        "options": {},
        "messages": {
          "values": [
            {
              "role": "system",
              "content": "=you are cold email writer for dentist.keep your tone friendly and persuasive.\nWe just scraped a series of web pages form google map we will provide you email,company name,description,and social media links. Your task is to take their summaries and turn them into catchy, personalized openers for a cold email campaign to imply that the rest of the campaign is personalized.\n\n now please upgrade it to a chat bot automation that chat bot will put to your website and book oppointment to a user of website and add to your google calender and also to google sheet 24/7 work and also any other ai automation\n"
            },
            {
              "content": "=You'll return your icebreakers in the following JSON format:\n\n{ \"subject\": \"Noticed something on {Shortened company name\\_or person name}’s site\", \"body\": \"I saw your excellent reviews around {specific\\_copmany name\\_service\\_or\\_location}, and really admire how {Shortened Clinic Name} delivers patient-focused care. I help dental clinics install a smart AI chatbot that answers visitor questions, books appointments instantly, and syncs them to Google Calendar or Sheets.turning your website visitors into clients automatically.while you focus on care. Most clinics using this system see 2–3x more bookings in just a few weeks. Schedule your free 10-min demo here: https://letsautomate.us/contact-us/\"\n}\nRules:\n- Write in a spartan/laconic tone of voice.\n- Make sure to use the above format when constructing your icebreakers. We wrote it this way on purpose.\n- Shorten the company name wherever possible (say, \"XYZ\" instead of \"XYZ Agency\"). More examples: \"Love AMS\" instead of \"Love AMS Professional Services\", \"Love Mayo\" instead of \"Love Mayo Inc.\", etc.\n- Do the same with locations. \"San Fran\" instead of \"San Francisco\", \"BC\" instead of \"British Columbia\", etc.\n- For your variables, focus on small, non-obvious things to paraphrase. The idea is to make people think we *really* dove deep into their website, so don't use something obvious. Do not say cookie-cutter stuff like \"Love your company!\" or \"Love your take on marketing!\".\nemail:{{ $json['EMAIL verified'] }}\ncompany name:{{ $json.companyName }}\ndescription:{{ $json[' description'] }}\nwebsite:{{ $json.website }}"
            }
          ]
        }
      },
      "credentials": {
        "openAiApi": {
          "id": "bCUwOYfbFIRDzSHA",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "08e0e555-3fae-4749-89b7-9ba9579fcac6",
      "name": "便签",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -704,
        -608
      ],
      "parameters": {
        "width": 304,
        "height": 144,
        "content": "## 添加包含潜在客户邮箱、姓名、业务描述的 Google Sheet"
      },
      "typeVersion": 1
    },
    {
      "id": "90706e9a-c487-4d5a-9ae5-318dd05b8a58",
      "name": "便签 1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -160,
        -560
      ],
      "parameters": {
        "width": 624,
        "height": 240,
        "content": "## 此邮件撰写器 AI 节点将撰写包含主题和正文的冷邮件"
      },
      "typeVersion": 1
    },
    {
      "id": "2ca2806c-2aaa-4cde-bdd5-e279f7cb8150",
      "name": "便签 2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        512,
        -240
      ],
      "parameters": {
        "color": 3,
        "content": "## 此代码节点将分离正文和主题"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "c6a18dbb-1344-4923-bfe1-f9d40a5e34a4",
  "connections": {
    "ea570276-818e-46d9-9223-8fbbb0177cf4": {
      "main": [
        [
          {
            "node": "5194c7af-d5e2-4f06-9252-676967261a68",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "5509f1fa-a7f5-47b8-8e94-9bc0febb3cb4": {
      "main": [
        [
          {
            "node": "7fc98079-b298-4a40-93a5-4738dc57fb0a",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "817537f3-43fe-4c6e-a7a7-ab492c10c8d7": {
      "main": [
        [
          {
            "node": "ea570276-818e-46d9-9223-8fbbb0177cf4",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "7fc98079-b298-4a40-93a5-4738dc57fb0a": {
      "main": [
        [],
        [
          {
            "node": "817537f3-43fe-4c6e-a7a7-ab492c10c8d7",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "5194c7af-d5e2-4f06-9252-676967261a68": {
      "main": [
        [
          {
            "node": "7fc98079-b298-4a40-93a5-4738dc57fb0a",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "8791c4c6-6b15-486e-806d-53f3add6e8a0": {
      "main": [
        [
          {
            "node": "5509f1fa-a7f5-47b8-8e94-9bc0febb3cb4",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
常见问题

如何使用这个工作流？

复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。

这个工作流适合什么场景？

中级 - 客户培育, 多模态 AI

需要付费吗？

本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。

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难度说明

适合有一定经验的用户，包含 6-15 个节点的中等复杂度工作流

作者
rana tamure

rana tamure

@tamure

I'm the founder and CEO of LetsAutomate, an agency dedicated to building smart scalable automation systems using n8n. With deep hands on experience, I design workflows that power lead generation, AI agents, scheduling CRM syncs and more all built entirely in n8n.

外部链接
在 n8n.io 查看 →

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分类

多模态 AI
1540
人工智能
1108
内容创作
695
AI 摘要总结
516
营销
419
AI 聊天机器人
251
工程
241
市场调研
203
杂项
193
其他
176
销售
162
IT 运维
156
文档提取
147
AI RAG 检索增强
146
构建模块
144
社交媒体
137
潜在客户开发
125
个人效率
117
开发运维
111
人力资源
101
客户支持
97
客户培育
87
客户关系管理
82
财务
81
产品
77
客服机器人
76
设计
70
工单管理
67
安全运维
57
发票处理
53
加密货币交易
49
文件管理
39
项目管理
35
内部知识库
32

分类: 34