{"workflow":{"id":14332,"name":"Generate weekly AI business digest from Google Sheets with GPT-4o and send to Slack and email","views":21,"recentViews":1,"totalViews":21,"createdAt":"2026-03-25T22:47:01.524Z","description":"## Who is this for\n\nFounders, marketing managers, and ops teams who track weekly business metrics in Google Sheets and want an automated AI-generated performance report delivered to Slack and email every Monday. Perfect for agencies, e-commerce businesses, and SaaS teams who need a quick pulse check without building custom dashboards.\n\n## How it works\n\nEvery Monday at 8am, the workflow pulls the last 14 days of business metrics from your Google Sheet. A code node calculates week-over-week comparisons for revenue, leads, conversions, ad spend, and support tickets — plus derived metrics like conversion rate and ROAS.\n\nThe calculated data is sent to OpenAI, which generates a concise performance digest with five sections: headline summary, wins, areas to watch, recommended priorities for the week, and a brief outlook. The digest is formatted for both Slack (plain text with emoji) and email (styled HTML with a metrics table), then delivered to both channels simultaneously.\n\n## How to set up\n\n1. Open the **Set report config variables** node and fill in your Google Sheet ID, sheet name, Slack channel, email recipients, and company name.\n2. Prepare your Google Sheet with these columns: Date, Revenue, Leads, Conversions, Ad Spend, Support Tickets. Enter at least 14 rows of daily data.\n3. Connect your Google Sheets, OpenAI, Slack, and Gmail credentials.\n4. Optionally adjust the schedule trigger for a different day or time.\n5. Activate the workflow. You can also trigger it manually for an immediate test.\n\n## Requirements\n\n- Google Sheets with weekly business metrics (at least 14 days of data)\n- OpenAI API key (GPT-4o-mini recommended for cost efficiency)\n- Slack workspace\n- Gmail account\n\n## How to customize\n\n- Change the metric columns in the **Calculate weekly comparisons** code node to match your actual data structure.\n- Modify the AI prompt to focus on your industry-specific KPIs or add a different reporting tone.\n- Add a PDF generation step to create executive-ready downloadable reports.\n- Split the delivery to send different summaries to different Slack channels (e.g., marketing metrics to #marketing, support metrics to #support).","workflow":{"name":"Generate AI weekly business performance digest from Google Sheets to Slack and email","tags":[],"nodes":[{"id":"b2000001-0000-0000-0000-000000000001","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-480,-340],"parameters":{"color":6,"width":540,"height":480,"content":"## AI Weekly Business Digest → Slack & Email\n\nAutomatically generate a weekly performance report from your Google Sheets data and deliver it to Slack and email.\n\n### How it works\n1. **Schedule:** Triggers every Monday at 8am.\n2. **Fetch:** Pulls the last 14 days of metrics from Google Sheets.\n3. **Calculate:** Computes this-week vs. last-week comparisons, conversion rate, and ROAS.\n4. **AI:** OpenAI generates a narrative digest with wins, concerns, and priorities.\n5. **Deliver:** Posts the formatted report to Slack and sends an HTML email simultaneously.\n\n### Setup steps\n1. **Config:** Open the \"Set report config variables\" node — enter your Sheet ID, sheet name, Slack channel, email recipients, and company name.\n2. **Data:** Prepare your Google Sheet with columns: Date, Revenue, Leads, Conversions, Ad Spend, Support Tickets.\n3. **Credentials:** Connect Google Sheets, OpenAI, Slack, and Gmail in each node.\n4. **Test:** Activate the workflow or trigger it manually to verify."},"typeVersion":1},{"id":"b2000001-0000-0000-0000-000000000002","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[40,60],"parameters":{"color":7,"width":460,"height":200,"content":"## 1. Schedule & Config\nTriggers every Monday at 8am. The config node holds your Sheet ID, Slack channel, and email recipients."},"typeVersion":1},{"id":"b2000001-0000-0000-0000-000000000003","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[540,60],"parameters":{"color":7,"width":460,"height":200,"content":"## 2. Data Retrieval & Processing\nPulls the last 14 days of metrics from Sheets, then calculates this-week vs. last-week comparisons."},"typeVersion":1},{"id":"b2000001-0000-0000-0000-000000000004","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[1100,60],"parameters":{"color":7,"width":620,"height":200,"content":"## 3. AI Analysis & Delivery\nOpenAI generates a narrative digest with trends, wins, concerns, and priorities. Delivered to Slack and email simultaneously."},"typeVersion":1},{"id":"b2000001-1000-0000-0000-000000000001","name":"Trigger every Monday at 8am","type":"n8n-nodes-base.scheduleTrigger","position":[80,300],"parameters":{"rule":{"interval":[{"field":"weeks","triggerAtDay":1,"triggerAtHour":8}]}},"typeVersion":1.2},{"id":"b2000001-1000-0000-0000-000000000002","name":"Set report config variables","type":"n8n-nodes-base.set","position":[300,300],"parameters":{"mode":"manual","options":{},"assignments":{"assignments":[{"id":"cfg-1","name":"googleSheetId","type":"string","value":"YOUR_GOOGLE_SHEET_ID_HERE"},{"id":"cfg-2","name":"sheetName","type":"string","value":"Weekly Metrics"},{"id":"cfg-3","name":"slackChannel","type":"string","value":"#business-updates"},{"id":"cfg-4","name":"emailRecipients","type":"string","value":"user@example.com"},{"id":"cfg-5","name":"companyName","type":"string","value":"Your Company"}]},"duplicateItem":false,"includeOtherFields":true},"typeVersion":3.4},{"id":"b2000001-1000-0000-0000-000000000003","name":"Fetch metrics from Google Sheets","type":"n8n-nodes-base.googleSheets","position":[540,300],"parameters":{"options":{},"operation":"read","sheetName":{"__rl":true,"mode":"name","value":"={{ $json.sheetName }}"},"documentId":{"__rl":true,"mode":"id","value":"={{ $json.googleSheetId }}"}},"credentials":{"googleSheetsOAuth2Api":{"id":"credential-id","name":"Credential Name"}},"typeVersion":4.5},{"id":"b2000001-1000-0000-0000-000000000004","name":"Calculate weekly comparisons","type":"n8n-nodes-base.code","position":[780,300],"parameters":{"jsCode":"// Calculate this week vs last week metrics\nconst items = $input.all().map(i => i.json);\nconst config = $('Set report config variables').first().json;\nconst sorted = items.sort((a, b) => new Date(b.Date || b.date) - new Date(a.Date || a.date));\nconst thisWeek = sorted.slice(0, 7);\nconst lastWeek = sorted.slice(7, 14);\nfunction sumField(arr, field) { return arr.reduce((sum, row) => sum + (parseFloat(row[field]) || 0), 0); }\nfunction pctChange(current, previous) { if (previous === 0) return current > 0 ? 100 : 0; return Math.round(((current - previous) / previous) * 100); }\nconst metrics = { thisWeek: { revenue: sumField(thisWeek, 'Revenue'), leads: sumField(thisWeek, 'Leads'), conversions: sumField(thisWeek, 'Conversions'), adSpend: sumField(thisWeek, 'Ad Spend'), supportTickets: sumField(thisWeek, 'Support Tickets') }, lastWeek: { revenue: sumField(lastWeek, 'Revenue'), leads: sumField(lastWeek, 'Leads'), conversions: sumField(lastWeek, 'Conversions'), adSpend: sumField(lastWeek, 'Ad Spend'), supportTickets: sumField(lastWeek, 'Support Tickets') } };\nmetrics.changes = { revenue: pctChange(metrics.thisWeek.revenue, metrics.lastWeek.revenue), leads: pctChange(metrics.thisWeek.leads, metrics.lastWeek.leads), conversions: pctChange(metrics.thisWeek.conversions, metrics.lastWeek.conversions), adSpend: pctChange(metrics.thisWeek.adSpend, metrics.lastWeek.adSpend), supportTickets: pctChange(metrics.thisWeek.supportTickets, metrics.lastWeek.supportTickets) };\nmetrics.thisWeek.conversionRate = metrics.thisWeek.leads > 0 ? Math.round((metrics.thisWeek.conversions / metrics.thisWeek.leads) * 100) : 0;\nmetrics.thisWeek.roas = metrics.thisWeek.adSpend > 0 ? Math.round((metrics.thisWeek.revenue / metrics.thisWeek.adSpend) * 100) / 100 : 0;\nreturn [{ json: { metrics, rawDataPoints: sorted.length, companyName: config.companyName, slackChannel: config.slackChannel, emailRecipients: config.emailRecipients, reportDate: new Date().toISOString().split('T')[0] } }];"},"typeVersion":2},{"id":"b2000001-1000-0000-0000-000000000005","name":"Generate AI performance digest","type":"@n8n/n8n-nodes-langchain.openAi","position":[1020,300],"parameters":{"model":{"__rl":true,"mode":"list","value":"gpt-4o-mini"},"options":{"maxTokens":1000,"temperature":0.4},"messages":{"values":[{"content":"=You are a business analyst writing a weekly performance digest for {{ $json.companyName }}. Write a concise, actionable report based on these metrics:\n\nTHIS WEEK:\n- Revenue: ${{ $json.metrics.thisWeek.revenue }} ({{ $json.metrics.changes.revenue }}% vs last week)\n- Leads: {{ $json.metrics.thisWeek.leads }} ({{ $json.metrics.changes.leads }}% vs last week)\n- Conversions: {{ $json.metrics.thisWeek.conversions }} ({{ $json.metrics.changes.conversions }}% vs last week)\n- Ad Spend: ${{ $json.metrics.thisWeek.adSpend }} ({{ $json.metrics.changes.adSpend }}% vs last week)\n- Support Tickets: {{ $json.metrics.thisWeek.supportTickets }} ({{ $json.metrics.changes.supportTickets }}% vs last week)\n- Conversion Rate: {{ $json.metrics.thisWeek.conversionRate }}%\n- ROAS: {{ $json.metrics.thisWeek.roas }}x\n\nFormat your response with these sections:\n1. HEADLINE: One sentence performance summary with emoji\n2. WINS: 2-3 positive highlights\n3. WATCH: 1-2 areas of concern\n4. PRIORITIES: 3 recommended actions for this week\n5. OUTLOOK: Brief 1-sentence forecast\n\nKeep it under 300 words. Be specific with numbers."}]},"resource":"chat"},"credentials":{"openAiApi":{"id":"credential-id","name":"Credential Name"}},"typeVersion":1.8},{"id":"b2000001-1000-0000-0000-000000000006","name":"Format digest for Slack and email","type":"n8n-nodes-base.code","position":[1260,300],"parameters":{"jsCode":"// Format the AI digest for Slack and email\nconst aiResponse = $input.first().json;\nconst prev = $('Calculate weekly comparisons').first().json;\nconst digest = aiResponse.message?.content || aiResponse.text || aiResponse.content || 'Report generation failed.';\nconst slackMessage = ':bar_chart: *Weekly Performance Digest — ' + prev.reportDate + '*\\n\\n' + digest;\nconst emailHtml = '<div style=\"font-family: Arial, sans-serif; max-width: 600px; margin: 0 auto;\"><h2>Weekly Performance Digest — ' + prev.reportDate + '</h2><div style=\"background: #f5f5f5; padding: 20px; border-radius: 8px; margin: 20px 0;\"><h3>Key Metrics</h3><p>Revenue: $' + prev.metrics.thisWeek.revenue + ' (' + (prev.metrics.changes.revenue > 0 ? '+' : '') + prev.metrics.changes.revenue + '%)<br>Leads: ' + prev.metrics.thisWeek.leads + '<br>Conversions: ' + prev.metrics.thisWeek.conversions + '<br>ROAS: ' + prev.metrics.thisWeek.roas + 'x</p></div><div style=\"white-space: pre-wrap;\">' + digest + '</div></div>';\nreturn [{ json: { slackMessage, emailHtml, emailSubject: 'Weekly Performance Digest — ' + prev.reportDate, slackChannel: prev.slackChannel, emailRecipients: prev.emailRecipients, reportDate: prev.reportDate } }];"},"typeVersion":2},{"id":"b2000001-1000-0000-0000-000000000007","name":"Post digest to Slack channel","type":"n8n-nodes-base.slack","position":[1520,200],"parameters":{"text":"={{ $json.slackMessage }}","channel":{"__rl":true,"mode":"name","value":"={{ $json.slackChannel }}"},"resource":"message","otherOptions":{}},"credentials":{"slackApi":{"id":"credential-id","name":"Credential Name"}},"typeVersion":2.2},{"id":"b2000001-1000-0000-0000-000000000008","name":"Email digest to team","type":"n8n-nodes-base.gmail","position":[1520,420],"parameters":{"sendTo":"={{ $json.emailRecipients }}","message":"={{ $json.emailHtml }}","options":{},"subject":"={{ $json.emailSubject }}","emailType":"html"},"credentials":{"gmailOAuth2":{"id":"credential-id","name":"Credential Name"}},"typeVersion":2.1}],"settings":{"executionOrder":"v1"},"staticData":null,"connections":{"Set report config variables":{"main":[[{"node":"Fetch metrics from Google Sheets","type":"main","index":0}]]},"Trigger every Monday at 8am":{"main":[[{"node":"Set report config variables","type":"main","index":0}]]},"Calculate weekly comparisons":{"main":[[{"node":"Generate AI performance digest","type":"main","index":0}]]},"Generate AI performance digest":{"main":[[{"node":"Format digest for Slack and email","type":"main","index":0}]]},"Fetch metrics from Google Sheets":{"main":[[{"node":"Calculate weekly comparisons","type":"main","index":0}]]},"Format digest for Slack and email":{"main":[[{"node":"Post digest to Slack channel","type":"main","index":0},{"node":"Email digest to team","type":"main","index":0}]]}}},"lastUpdatedBy":1,"workflowInfo":{"nodeCount":12,"nodeTypes":{"n8n-nodes-base.set":{"count":1},"n8n-nodes-base.code":{"count":2},"n8n-nodes-base.gmail":{"count":1},"n8n-nodes-base.slack":{"count":1},"n8n-nodes-base.stickyNote":{"count":4},"n8n-nodes-base.googleSheets":{"count":1},"n8n-nodes-base.scheduleTrigger":{"count":1},"@n8n/n8n-nodes-langchain.openAi":{"count":1}}},"status":"published","readyToDemo":null,"user":{"name":"Servify","username":"servifylabs","bio":"AI Automation Agency. 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