Marketing ROIリポートの生成にGoogle Sheets、GPT-4o、Eメールを使用
これはAI Summarization, Multimodal AI分野の自動化ワークフローで、16個のノードを含みます。主にCode, Merge, Aggregate, Summarize, GoogleSheetsなどのノードを使用。 Google Sheets、GPT-4o、メールを使用してマーケティング活動のROIレポートを生成する
- •Google Sheets API認証情報
- •OpenAI API Key
使用ノード (16)
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"content": "## 📈 Campaign ROI Report with Generative AI + Email\n\nThis n8n workflow pulls campaign data from Google Sheets, summarizes it using OpenAI, and sends a performance recap via Outlook email.\n\n### ✅ Step 1: Connect Google Sheets\n\n1. In n8n, go to **Credentials** → click **New Credential**\n2. Select **Google Sheets OAuth2 API**\n3. Log in with your Google account and authorize\n4. Use a spreadsheet with:\n - Column names in the first row \n - Data in rows 2–100 \n5. Example format: [📄 Sample Marketing Sheet](https://docs.google.com/spreadsheets/d/1UDWt0-Z9fHqwnSNfU3vvhSoYCFG6EG3E-ZewJC_CLq4/edit?usp=sharing)\n\n### ✅ Step 2: Connect OpenAI\n\n1. Go to [OpenAI API Keys](https://platform.openai.com/api-keys)\n2. Make sure you have a payment method set under [Billing](https://platform.openai.com/settings/organization/billing/overview)\n3. In n8n, create a new **OpenAI API** credential\n4. Paste your API key and save\n\n\n### 📬 Need Help?\n\nFeel free to contact me if you run into issues:\n\n- 📧 robert@ynteractive.com \n- 🔗 [LinkedIn](https://www.linkedin.com/in/robert-breen-29429625/)\n"
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"content": "### Aggregate and Combine Data"
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"content": "### 2. Prepare Your Google Sheet\n\n#### Connect your Data in Google Sheets\n- Data must be in a format similar to this: [Sample Marketing Data](https://docs.google.com/spreadsheets/d/1UDWt0-Z9fHqwnSNfU3vvhSoYCFG6EG3E-ZewJC_CLq4/edit?gid=365710158#gid=365710158)\n- First row contains column names\n- Data in rows 2-100\n- Log in with OAuth2 and choose your workbook and sheet\n- Optional: Try connecting to Airtable, Notion or your Database"
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"content": "### AI Agent analyzes data and sends daily email"
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"field": "Spend ($)",
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"jsCode": "const campaignData = items[0].json.campaign_performance || [];\nconst channelData = items[0].json.channel_performance || [];\n\nlet campaignSummary = `📊 Campaign Performance:\\n`;\nfor (const entry of campaignData) {\n campaignSummary += `• ${entry.Campaign}: $${entry[\"sum_Spend_($)\"].toFixed(2)} spend, ${entry[\"sum_Clicks\"]} clicks, ${entry[\"sum_Conversions\"]} conversions\\n`;\n}\n\nlet channelSummary = `\\n📣 Channel Performance:\\n`;\nfor (const entry of channelData) {\n channelSummary += `• ${entry.Channel}: $${entry[\"sum_Spend_($)\"].toFixed(2)} spend, ${entry[\"sum_Clicks\"]} clicks, ${entry[\"sum_Conversions\"]} conversions\\n`;\n}\n\nreturn [\n {\n json: {\n output: campaignSummary + channelSummary\n }\n }\n];\n"
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"systemMessage": "You are a Marketing Performance Assistant.\n\nUse the data access campaign data, including fields like: campaign name, cost, impressions, clicks, conversions, and revenue.\n\n\n\nYour job is to write a clear and helpful summary of campaign performance for a marketing team.\n\nYour response must be in **JSON format** with only one field:\n\n- `\"output\"`: A string that contains:\n - A short paragraph explaining overall performance\n - 3–5 bullet points with key insights\n - Total spend, impressions, clicks, conversions, and revenue (as bullets)\n\nUse natural, business-friendly language and make it sound like part of a weekly email report. Use emojis if helpful. Do not include raw data or tables.\n\n**Example format:**\n\n```json\n{\n \"output\": \"Overall, campaign performance was strong this week. Retargeting efforts delivered the highest return, while a few awareness campaigns underperformed in conversions.\\n\\n• 📈 'Spring Retargeting' had the highest ROAS at 9.1\\n• 💰 'Loyalty Push' generated $12,000 revenue on $1,600 spend\\n• 📉 'Awareness Boost - TikTok' had low conversions despite high spend\\n• 🧠 Meta Ads accounted for 70% of total conversions\\n\\nTotals:\\n• Total Spend: $12,480\\n• Impressions: 983,400\\n• Clicks: 23,980\\n• Conversions: 1,482\\n• Revenue: $48,000\"\n}\n"
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"content": "### 1. Set Up OpenAI Connection\n\n#### Get API Key:\n1. Go to [OpenAI Platform](https://platform.openai.com/api-keys)\n1. Go to [OpenAI Billing](https://platform.openai.com/settings/organization/billing/overview)\n2. Add funds to your billing account & copy your api key into the openAI credentials\n"
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}このワークフローの使い方は?
上記のJSON設定コードをコピーし、n8nインスタンスで新しいワークフローを作成して「JSONからインポート」を選択、設定を貼り付けて認証情報を必要に応じて変更してください。
このワークフローはどんな場面に適していますか?
上級 - AI要約, マルチモーダルAI
有料ですか?
このワークフローは完全無料です。ただし、ワークフローで使用するサードパーティサービス(OpenAI APIなど)は別途料金が発生する場合があります。
関連ワークフロー
Robert Breen
@rbreenProfessional services consultant with over 10 years of experience solving complex business problems across industries. I specialize in n8n and process automation—designing custom workflows that integrate tools like Google Calendar, Airtable, GPT, and internal systems. Whether you need to automate scheduling, sync data, or streamline operations, I build solutions that save time and drive results.
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