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Google Analytics洞察

中级

这是一个Market Research, Multimodal AI领域的自动化工作流,包含 15 个节点。主要使用 Gmail, Telegram, Aggregate, Agent, GoogleAnalytics 等节点。 使用Gemini AI自动分析Google Analytics数据并进行智能Gmail/Telegram路由

前置要求
  • Google 账号和 Gmail API 凭证
  • Telegram Bot Token
  • Google Gemini API Key
工作流预览
可视化展示节点连接关系,支持缩放和平移
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": "zFO2MKhe5TtfOLB9",
  "meta": {
    "instanceId": "d02289ff41436fdfe97f97a509483d64007d2a482e6a216298112e027bb59fbf",
    "templateCredsSetupCompleted": true
  },
  "name": "Google Analytics Insight",
  "tags": [],
  "nodes": [
    {
      "id": "f6917f16-25d4-4118-bc0d-1d53e4ca2da4",
      "name": "Schedule Trigger",
      "type": "n8n-nodes-base.scheduleTrigger",
      "position": [
        0,
        0
      ],
      "parameters": {
        "rule": {
          "interval": [
            {
              "daysInterval": 7
            }
          ]
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "6cd64c8e-48d4-4853-a47e-504c43d8cb88",
      "name": "Aggregate",
      "type": "n8n-nodes-base.aggregate",
      "position": [
        416,
        0
      ],
      "parameters": {
        "options": {},
        "aggregate": "aggregateAllItemData"
      },
      "typeVersion": 1
    },
    {
      "id": "6925c157-aa0b-4838-a067-3c5eb6c45a76",
      "name": "Google Gemini Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "position": [
        816,
        432
      ],
      "parameters": {
        "options": {}
      },
      "credentials": {
        "googlePalmApi": {
          "id": "LqsDVdm5OmSBk8zP",
          "name": "Google Gemini(PaLM) Api account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "3ebc007d-f125-47b8-9b78-efe15bbed229",
      "name": "AI Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        624,
        0
      ],
      "parameters": {
        "text": "={{ $json.data }}",
        "options": {
          "systemMessage": "Acting as a experience data analyst who mainly working with the analytics data. Please analyze the those google analytics report with the past history. Give the insightful and important summary. Make it concise maximum 1000 chars. The important information must give `` so user can notice easily. The result must follow the telegram messenger format. Compare with your memory as well.\n\nThink step by step."
        },
        "promptType": "define"
      },
      "typeVersion": 2.1
    },
    {
      "id": "3867152b-24bc-4755-9098-8adc0b290c17",
      "name": "Simple Memory",
      "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
      "position": [
        752,
        160
      ],
      "parameters": {
        "sessionKey": "={{ $json.data }}",
        "sessionIdType": "customKey"
      },
      "typeVersion": 1.3
    },
    {
      "id": "0b839f21-b96c-47c7-ac2c-4797432704ad",
      "name": "Get a weekly report",
      "type": "n8n-nodes-base.googleAnalytics",
      "position": [
        208,
        0
      ],
      "parameters": {
        "metricsGA4": {
          "metricValues": [
            {
              "listName": "eventCount"
            },
            {
              "listName": "userEngagementDuration"
            },
            {},
            {
              "listName": "active7DayUsers"
            },
            {
              "listName": "active28DayUsers"
            },
            {
              "listName": "sessions"
            }
          ]
        },
        "propertyId": {
          "__rl": true,
          "mode": "list",
          "value": "483751327",
          "cachedResultUrl": "",
          "cachedResultName": ""
        },
        "dimensionsGA4": {
          "dimensionValues": [
            {}
          ]
        },
        "additionalFields": {}
      },
      "credentials": {
        "googleAnalyticsOAuth2": {
          "id": "bIarKstIyNxZFNce",
          "name": "Google Analytics account"
        }
      },
      "typeVersion": 2
    },
    {
      "id": "3fb80b30-c2ff-4d1c-a810-de96348d7b41",
      "name": "Send a message to group",
      "type": "n8n-nodes-base.telegram",
      "position": [
        1328,
        176
      ],
      "webhookId": "c7abeda5-d1dd-4b61-b303-62dc3184cb56",
      "parameters": {
        "text": "=Weekly Analytics Report by Gemini \n`{{ $today.minus(7,'days').format('yyyy-MM-dd') }}` to `{{ $today.format('yyyy-MM-dd') }}`\n\n{{ $json.output }}",
        "chatId": "",
        "additionalFields": {}
      },
      "credentials": {
        "telegramApi": {
          "id": "BDQbUISqJJFVGPsF",
          "name": "Telegram account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "fa35b2b5-1ea3-42f5-a1ff-b10716e22e13",
      "name": "Insight Sentiment Analysis",
      "type": "@n8n/n8n-nodes-langchain.sentimentAnalysis",
      "position": [
        976,
        0
      ],
      "parameters": {
        "options": {
          "categories": "Positive, Negative"
        },
        "inputText": "={{ $json.output }}"
      },
      "typeVersion": 1.1
    },
    {
      "id": "605ceecc-27fe-4bf2-9315-290a82c7d6ff",
      "name": "Notify Stakeholders",
      "type": "n8n-nodes-base.gmail",
      "position": [
        1344,
        -96
      ],
      "webhookId": "d7ff25c2-3291-4320-8f99-1e7bfc6829ef",
      "parameters": {
        "sendTo": "",
        "message": "={{ $('AI Agent').item.json.output }}",
        "options": {},
        "subject": "=GA Weekly Report - Positive Trends - {{ $today.minus(7,'days').format('yyyy-MM-dd') }} - {{ $today.format('yyyy-MM-dd') }}"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "jnWB2PPVjndum47v",
          "name": "Gmail account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "dd9a5860-f6df-4e7e-a72d-699a772a804f",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -208,
        -320
      ],
      "parameters": {
        "width": 480,
        "height": 240,
        "content": "## AI-Powered Google Analytics Insights + Sentiment Routing\nThis n8n automation runs weekly to fetch the latest Google Analytics data, generate AI-powered insights, and classify the sentiment of the report.\n\n💡 Goal: Deliver actionable analytics updates automatically, ensuring positive trends are celebrated and negative trends are addressed quickly."
      },
      "typeVersion": 1
    },
    {
      "id": "edde901a-8909-4c5d-a9b2-a9fa32026123",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        624,
        -224
      ],
      "parameters": {
        "color": 7,
        "width": 272,
        "height": 176,
        "content": "## AI Agent\n\nConsume the aggregated JSON. Processing the JSON with custom prompt that should return the insightful and concise summary"
      },
      "typeVersion": 1
    },
    {
      "id": "5d0523ed-85e4-4e43-a452-6dae0954b919",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        368,
        144
      ],
      "parameters": {
        "color": 7,
        "width": 176,
        "height": 128,
        "content": "## Aggregate\n\nNormalize GA rows into a single JSON"
      },
      "typeVersion": 1
    },
    {
      "id": "80607b8d-60fc-4ece-9f7c-5d09bd826a18",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1248,
        -304
      ],
      "parameters": {
        "color": 7,
        "width": 272,
        "height": 176,
        "content": "## Notify Stakeholders\n\nSend a message with following range date of the weekly report"
      },
      "typeVersion": 1
    },
    {
      "id": "32449586-884b-45b1-855c-8a6796c2de85",
      "name": "Sticky Note4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1248,
        384
      ],
      "parameters": {
        "color": 7,
        "width": 272,
        "height": 176,
        "content": "## Send Message\n\nBuild concise alert message for ops/marketing channel"
      },
      "typeVersion": 1
    },
    {
      "id": "e55512cb-9cea-455d-a3c1-1ae31593b1c0",
      "name": "Sticky Note5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        496,
        320
      ],
      "parameters": {
        "color": 7,
        "width": 272,
        "height": 176,
        "content": "## Simple Memory\n\nSave each week's report and key metrics. Use for trend detection. You can replace with your preferred memory/database."
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "2e96d5f2-7cb1-405f-8c51-631bb8e7b8d6",
  "connections": {
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    "6cd64c8e-48d4-4853-a47e-504c43d8cb88": {
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    "3867152b-24bc-4755-9098-8adc0b290c17": {
      "ai_memory": [
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            "type": "ai_memory",
            "index": 0
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    },
    "f6917f16-25d4-4118-bc0d-1d53e4ca2da4": {
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    "6925c157-aa0b-4838-a067-3c5eb6c45a76": {
      "ai_languageModel": [
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            "type": "ai_languageModel",
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            "type": "ai_languageModel",
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}
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 - 市场调研, 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。

工作流信息
难度等级
中级
节点数量15
分类2
节点类型10
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
Rully Saputra

Rully Saputra

@rullysaputra15

Specializing in software engineering with over 5 years of hands-on experience. In addition to my expertise in web development, I also have experience in creating Hybrid mobile apps.

外部链接
在 n8n.io 查看

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分类

分类: 34