{ "id": "MGOnqM23N4in-dto9pS_O", "meta": { "templateCredsSetupCompleted": true }, "name": "Autonomous Traffic Spike Reporting: Databox, AI & Slack", "tags": [], "nodes": [ { "id": "7e82b8dd-cf18-4fda-b160-de9c120cbd25", "name": "Hourly Traffic Monitor1", "type": "n8n-nodes-base.scheduleTrigger", "position": [ -1568, 2736 ], "parameters": { "rule": { "interval": [ { "triggerAtHour": 10 } ] } }, "typeVersion": 1.3 }, { "id": "e1f9d565-9daf-4c35-86f0-1cfd95147810", "name": "GPT-4o Model1", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ 208, 2896 ], "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-4.1-mini", "cachedResultName": "gpt-4.1-mini" }, "options": {}, "builtInTools": {} }, "credentials": { "openAiApi": { "name": "" } }, "retryOnFail": true, "typeVersion": 1.3, "waitBetweenTries": 5000 }, { "id": "c4e3bb9f-4b1d-4196-8fd4-f99d13060d71", "name": "Format Slack Report2", "type": "n8n-nodes-base.set", "position": [ 560, 2736 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "id-1", "name": "report_text", "type": "string", "value": "={{ $json.output }}" } ] } }, "typeVersion": 3.4 }, { "id": "9d37b88f-8c35-48b2-9b06-2823d10364d7", "name": "Send Investigation Report1", "type": "n8n-nodes-base.slack", "position": [ 784, 2736 ], "parameters": { "text": "={{ $json.report_text }}", "select": "channel", "channelId": { "__rl": true, "mode": "list", "value": "C0ATWRVRR27", "cachedResultName": "databox-traffic-spike" }, "otherOptions": { "includeLinkToWorkflow": false } }, "credentials": { "slackApi": { "name": "" } }, "typeVersion": 2.4 }, { "id": "eada3a90-4ae3-44d7-a4b0-d6e27ccd3d59", "name": "Merge1", "type": "n8n-nodes-base.merge", "position": [ -528, 2640 ], "parameters": { "numberInputs": 8 }, "executeOnce": true, "typeVersion": 3.2 }, { "id": "ca04449f-757d-4b44-8ab6-e755685ac9e1", "name": "Code in JavaScript4", "type": "n8n-nodes-base.code", "position": [ -16, 2736 ], "parameters": { "jsCode": "// Access the first (and only) item from the Aggregate node\nconst input = $input.first().json;\nconst content = input.content;\n\n// Helper to navigate that specific double-array structure\nconst getValue = (index) => {\n try {\n // The path is now: content[index][0].text...\n return content[index][0].text.results[0].data_points[0].value;\n } catch (e) {\n return 0;\n }\n};\n\nreturn [{\n json: {\n sessions: {\n previous: getValue(0),\n current: getValue(1)\n },\n new_users: {\n previous: getValue(2),\n current: getValue(3)\n },\n ads_cost: {\n previous: getValue(4),\n current: getValue(5)\n },\n ads_clicks: {\n previous: getValue(6),\n current: getValue(7)\n }\n }\n}];" }, "executeOnce": true, "typeVersion": 2 }, { "id": "e8e79f54-fada-4521-8fec-8a3ed5daa349", "name": "Aggregate1", "type": "n8n-nodes-base.aggregate", "position": [ -240, 2736 ], "parameters": { "options": {}, "fieldsToAggregate": { "fieldToAggregate": [ { "fieldToAggregate": "content" } ] } }, "typeVersion": 1 }, { "id": "50c8b1fc-70ea-447b-becd-6b4259466d3b", "name": "Traffic Investigation Agent1", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ 208, 2736 ], "parameters": { "text": "=Client name:\n{{ $('Loop Over Items1').item.json.client }}\n\nData:\n{{ JSON.stringify($json, null, 2) }}", "options": { "systemMessage": "=**Role**: Senior Digital Forensic & Growth Strategist.\n**Objective**: Transform raw multi-period traffic JSON into an elite, high-signal \"Intelligence Briefing\" for agency clients.\n\n**Core Principles**:\n1. **Data Primacy**: Use the provided 'Yesterday vs. Day Before' comparison as the absolute truth.\n2. **Zero-Invention**: Never hallucinate IDs or metrics. If data is missing, omit the section.\n3. **Autonomous Reasoning**: Your value is in the *correlation* (e.g., \"Clicks are up, but Cost is flat = High Efficiency\").\n\n\n**Advanced Diagnostic Framework**:\n- **[A] Viral Synergy**: Traffic spikes + New User surge + Flat Ad Spend + Social Search hits.\n- **[B] Scaling Efficiency**: Proportional spike in both Sessions and Ad Cost + improved Click-Through-Rate (CTR) logic.\n- **[C] Algorithmic Windfall**: Significant Session jump + Clicks flat + Ads flat (Indicates SEO/Discovery gain).\n- **[D] Systemic Anomaly**: Sessions jump with 0% New User growth (Indicative of Bot/Loop traffic).\n\n**Output Rules**:\n- Tone: Professional, authoritative, and fast-paced.\n- Visuals: Use the specific emoji-anchored headers provided below.\n- Limit: Max 400 words. Total focus on actionable insight.\n\n---\nDate and time now: {{ $now }}\n--\n\n### **REPORT TEMPLATE STRUCTURE (Slack-Ready)**\n\n*----- \ud83d\udee1\ufe0f STRATEGIC INTELLIGENCE BRIEF: [Client Name] -----*\n\n\ud83d\udcca *PERFORMANCE DELTA (Yesterday vs. Baseline)*\n- *Traffic*: [Sessions % Change] ([Current] vs [Previous])\n- *Acquisition*: [New Users % Change]\n- *Media Spend*: [Ad Cost % Change] at a [Clicks % Change] Clicks shift.\n\n\ud83d\udca1 *CORE INSIGHT: THE \"WHY\"*\n[A complex, 2-3 sentence analysis of the correlation. Example: \"We observed a decoupling of spend and traffic; while ad costs remained stagnant (+1.2%), organic sessions surged by 70%, suggesting a high-intent discovery event outside of paid channels.\"]\n\n\ud83d\udd75\ufe0f *FORENSIC INVESTIGATION*\n- *External Signals*: [Results from SERP API search. If skipped: \"No external mentions indexed in last 24h.\"]\n- *Pattern Match*: [Identify if it's 'Viral Synergy', 'Scaling Efficiency', etc.]\n\n\ud83c\udfaf *EXECUTIVE HYPOTHESIS*\n*[Bolded Conclusion]*: [One-sentence definitive cause based on data patterns.]\n\n\ud83d\udd25 *EFFICIENCY SCORE*\n[Select one]: \n\ud83d\udfe2 *OPTIMIZED* (High traffic growth, low cost growth)\n\ud83d\udfe1 *STABLE* (Growth tracking with spend)\n\ud83d\udd34 *WASTE ALERT* (High cost growth, low/negative traffic growth)\n\n\ud83d\ude80 *STRATEGIC ACTION ITEM*\n[One high-value directive. Example: \"Capitalize on current organic momentum by increasing Retargeting budgets by 15% to capture the new user surge.\"]\n\n*Analysis complete for: [Current Date]*" }, "promptType": "define", "hasOutputParser": true }, "retryOnFail": true, "typeVersion": 3.1, "waitBetweenTries": 5000 }, { "id": "39d79e1a-17fc-40a7-ad04-7068ac41062d", "name": "Loop Over Items1", "type": "n8n-nodes-base.splitInBatches", "position": [ -1056, 2736 ], "parameters": { "options": {} }, "typeVersion": 3 }, { "id": "ac622928-eb52-458b-9e42-c364beddde1d", "name": "new users", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 2560 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.new_users }}", "start_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_analytics_4_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "d1846977-cf1a-4a86-a20d-b9edd88c1a5d", "name": "ad costs", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 2848 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.ad_cost }}", "start_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_search_console_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "5c55608f-be41-476e-b251-00a0a7ccd52e", "name": "clicks", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 3136 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.clicks }}", "start_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_search_console_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "4928fad6-1c2e-4df9-92bb-40b0ef7e0c16", "name": "cllicks2", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 3248 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.clicks }}", "start_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_search_console_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "9ab8a6c8-d10b-4d15-97ec-fd5590e9b76b", "name": "new users2", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 2672 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.new_users }}", "start_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_analytics_4_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "b738f395-1c20-412f-9c84-aa896a3421d8", "name": "sessions2", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 2384 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.sessions }}", "start_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_analytics_4_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "3101aaba-32d8-4683-9424-b23e9d4cc6ad", "name": "sessions", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 2272 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.sessions }}", "start_date": "={{ $now.minus({ days: 2 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_analytics_4_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "050df608-2f6c-4678-a228-8901f95f8a0d", "name": "Aggregate2", "type": "n8n-nodes-base.aggregate", "position": [ -848, 1824 ], "parameters": { "options": {}, "fieldsToAggregate": { "fieldToAggregate": [ { "fieldToAggregate": "message.text" } ] } }, "typeVersion": 1 }, { "id": "75307fe5-384c-4604-a7de-fd76a2cce48a", "name": "GPT-4o Model2", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ -624, 1984 ], "parameters": { "model": { "__rl": true, "mode": "id", "value": "gpt-4o" }, "options": { "temperature": 0.2 }, "builtInTools": {} }, "credentials": { "openAiApi": { "name": "" } }, "typeVersion": 1.3 }, { "id": "14e70b49-0f04-46cb-ba7e-5dccba806059", "name": "Traffic Investigation Agent2", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ -624, 1824 ], "parameters": { "text": "={{ $json.text }}", "options": { "systemMessage": "=**Role**: Senior Operations Lead (Head of Paid Social).\n**Objective**: Transform raw multi-client performance data into a high-level executive briefing. \n\n**Core Protocol**:\n- You are processing an array of client data objects containing Yesterday vs. Day Before metrics.\n- Output exactly one condensed line per client. \n- Use reasoning to determine the \"Why\" behind the data without external tools.\n- Maintain strict Slack-compatible formatting (single asterisks for bold).\n\n**Internal Diagnostic Logic Examples**:\n- *[CRITICAL]*: Drop in Sessions + Spike in Spend = *\ud83d\udd34 BUDGET WASTE ALERT*. Priority 1.\n- *[EFFICIENT]*: Spike in Sessions + Flat Spend = *\ud83d\udfe2 ORGANIC/GHOST WIN*. Priority 2.\n- *[SCALING]*: Spike in Sessions + Spike in Spend = *\ud83d\udfe1 ACTIVE SCALING*. Priority 3.\n- *[DECAY]*: Drop in Sessions + Flat Spend = *\u26aa ENGAGEMENT DECAY*. Priority 4.\n\n**Output Structure (Slack-Ready)**:\n\n\ud83d\ude80 *DAILY MANAGER BRIEFING* \ud83d\ude80\n*Date*: {{ $today.toFormat('DDDD') }}\n\n---\n*CLIENT PERFORMANCE SUMMARIES:*\n- *[Client Name]*: [Emoji Status] [One-sentence insight covering the metric shift, the suspected cause, and the operational urgency].\n- *[Client Name]*: [Emoji Status] [One-sentence insight covering the metric shift, the suspected cause, and the operational urgency].\n\n---\n\ud83d\udca1 *SENIOR STRATEGY NOTE*:\n[A single high-level observation summarizing the aggregate trend across all provided clients to guide agency-wide tactical shifts].\n\n---\n*Operational Pulse Complete.*" }, "promptType": "define", "hasOutputParser": true }, "typeVersion": 3.1 }, { "id": "d2f91dfc-6b09-4da4-9c2b-ac18d7bb7769", "name": "Send Investigation Report2", "type": "n8n-nodes-base.slack", "position": [ -272, 1824 ], "parameters": { "text": "={{ $json.output }}", "select": "channel", "channelId": { "__rl": true, "mode": "list", "value": "C0ATWRVRR27", "cachedResultName": "databox-traffic-spike" }, "otherOptions": { "includeLinkToWorkflow": false } }, "credentials": { "slackApi": { "name": "" } }, "typeVersion": 2.4 }, { "id": "7ae063c9-ec96-4fe1-9bb4-530c5c2499ca", "name": "ad costs2", "type": "@n8n/n8n-nodes-langchain.mcpClient", "position": [ -816, 2960 ], "parameters": { "tool": { "__rl": true, "mode": "list", "value": "load_metric_data", "cachedResultName": "load_metric_data" }, "options": {}, "parameters": { "value": { "end_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "metric_key": "={{ $json.metrics.ad_cost }}", "start_date": "={{ $now.minus({ days: 1 }).toFormat('yyyy-MM-dd') }}", "data_source_id": "={{ $json.google_search_console_data_source_id }}" }, "schema": [ { "id": "data_source_id", "type": "number", "display": true, "removed": false, "required": true, "displayName": "data_source_id", "defaultMatch": false }, { "id": "metric_key", "type": "string", "display": true, "removed": false, "required": true, "displayName": "metric_key", "defaultMatch": false }, { "id": "start_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "start_date", "defaultMatch": false }, { "id": "end_date", "type": "string", "display": true, "removed": false, "required": true, "displayName": "end_date", "defaultMatch": false }, { "id": "dimension", "type": "string", "display": true, "removed": true, "required": false, "displayName": "dimension", "defaultMatch": false }, { "id": "granulation_time_unit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "granulation_time_unit", "defaultMatch": false }, { "id": "is_whole_range", "type": "boolean", "display": true, "removed": true, "required": false, "displayName": "is_whole_range", "defaultMatch": false }, { "id": "record_limit", "type": "string", "display": true, "removed": true, "required": false, "displayName": "record_limit", "defaultMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "endpointUrl": "https://mcp.databox.com/mcp", "authentication": "mcpOAuth2Api" }, "credentials": { "mcpOAuth2Api": { "name": "" } }, "typeVersion": 1 }, { "id": "3a2c991c-87d8-466a-bffa-e2eda59cb02f", "name": "Set client data", "type": "n8n-nodes-base.code", "position": [ -1328, 2736 ], "parameters": { "jsCode": "return [\n {\n json: {\n client: \"Acme Retail\",\n google_analytics_4_data_source_id: 4952808,\n google_search_console_data_source_id: 4952809,\n metrics: {\n sessions: \"GoogleAnalytics4@sessions\",\n new_users: \"GoogleAnalytics4@new_users\",\n ad_cost: \"GoogleAdwords@cost\",\n clicks: \"GoogleAdwords@clicks\"\n }\n }\n },\n {\n json: {\n client: \"BlueWave Agency\",\n google_analytics_4_data_source_id: 4952811,\n google_search_console_data_source_id: 4952812,\n metrics: {\n sessions: \"GoogleAnalytics4@sessions\",\n new_users: \"GoogleAnalytics4@new_users\",\n ad_cost: \"GoogleAdwords@cost\",\n clicks: \"GoogleAdwords@clicks\"\n }\n }\n },\n {\n json: {\n client: \"Nexus Health\",\n google_analytics_4_data_source_id: 4952814,\n google_search_console_data_source_id: 4952815,\n metrics: {\n sessions: \"GoogleAnalytics4@sessions\",\n new_users: \"GoogleAnalytics4@new_users\",\n ad_cost: \"GoogleAdwords@cost\",\n clicks: \"GoogleAdwords@clicks\"\n }\n }\n }\n];" }, "typeVersion": 2 }, { "id": "852530a9-110e-4d1c-8bec-618edf5742c3", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -2448, 1696 ], "parameters": { "width": 672, "height": 1568, "content": "# Autonomous Traffic Spike Reporting: Databox, AI & Slack\n\nThis workflow gives PPC agencies and performance teams a daily traffic and performance check across multiple clients using Databox data.\n\nIt pulls yesterday\u2019s and day-before-yesterday\u2019s data for key metrics, compares changes, analyzes the results with AI, and sends both client-level and cross-client reports to Slack.\n\n## Who\u2019s it for\n\n* PPC agencies managing multiple client accounts\n* Performance marketing teams tracking daily traffic changes\n* Account managers who need fast visibility into client performance\n* Operations leads who want a daily cross-client summary\n\n## How it works\n\n* A daily trigger starts the workflow.\n* The first Code node stores the client list and Databox metric setup.\n* The loop processes each client one by one.\n* Databox pulls yesterday and day-before-yesterday data for:\n * Sessions\n * New users\n * Ad cost\n * Clicks\n* The workflow merges and formats the metric data.\n* AI checks for traffic spikes, drops, and unusual performance changes.\n* A client-level Slack report is sent for each client.\n* After all clients are processed, a second AI agent creates a leadership summary across all clients.\n* The final cross-client report is sent to Slack.\n\n## How to set up\n\n1. Connect the **Databox MCP Client Tool** with your endpoint and authentication headers.\n2. Add your clients in the first **Code** node, including:\n * Client name\n * Databox data source IDs\n * Metric keys for sessions, new users, ad cost, and clicks\n3. Connect your **OpenAI** credentials.\n4. Connect the **Slack** nodes to the right channels.\n5. Adjust the daily schedule if needed.\n\nYou can ask **Databox Genie** to provide the correct data source IDs and metric keys for each client, then format them in the same structure as the example Code node.\n\n## Requirements\n\n* n8n 1.0+\n* Databox MCP access\n* Metrics available in Databox for each client\n* OpenAI credentials\n* Slack workspace\n\n## Output\n\nThe workflow sends two reports:\n\n* **Client-level report:** highlights daily traffic spikes, drops, and metric changes for each client.\n* **Leadership report:** summarizes performance changes and priority risks across all processed clients." }, "typeVersion": 1 }, { "id": "52522f3e-3fe7-48ac-b1d0-d5390a793654", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ -1696, 2640 ], "parameters": { "color": 7, "width": 804, "height": 300, "content": "## 1. Daily Client Data Setup\nRuns every day, loads the client list, and loops through each client one by one." }, "typeVersion": 1 }, { "id": "a9276e83-1b7a-473f-94df-057bdcdb3be0", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ -880, 2128 ], "parameters": { "color": 7, "width": 308, "height": 1288, "content": "## 2. Databox Metric Pull\nPulls yesterday and day-before-yesterday data from Databox for sessions, new users, ad cost, and clicks." }, "typeVersion": 1 }, { "id": "6cd7afa2-d7f3-44fc-94dd-ee524251edc6", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ -560, 2512 ], "parameters": { "color": 7, "width": 1600, "height": 612, "content": "## 3. Client-Level Traffic Report\nMerges and formats the metric data, then AI checks for traffic spikes, drops, and unusual performance changes for each client." }, "typeVersion": 1 }, { "id": "3aa15d40-636a-4719-852c-2038c6aad589", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ -944, 1696 ], "parameters": { "color": 7, "width": 876, "height": 396, "content": "## 4. Cross-Client Leadership Summary\nAfter all clients are processed, AI creates a combined daily overview and sends the final report to Slack." }, "typeVersion": 1 } ], "active": false, "settings": { "availableInMCP": false, "executionOrder": "v1" }, "versionId": "1fd96e79-a4ea-4fd6-b9f1-5e1f00dbcd7c", "connections": { "Merge1": { "main": [ [ { "node": "Aggregate1", "type": "main", "index": 0 } ] ] }, "clicks": { "main": [ [ { "node": "Merge1", "type": "main", "index": 6 } ] ] }, "ad costs": { "main": [ [ { "node": "Merge1", "type": "main", "index": 4 } ] ] }, "cllicks2": { "main": [ [ { "node": "Merge1", "type": "main", "index": 7 } ] ] }, "sessions": { "main": [ [ { "node": "Merge1", "type": "main", "index": 0 } ] ] }, "ad costs2": { "main": [ [ { "node": "Merge1", "type": "main", "index": 5 } ] ] }, "new users": { "main": [ [ { "node": "Merge1", "type": "main", "index": 2 } ] ] }, "sessions2": { "main": [ [ { "node": "Merge1", "type": "main", "index": 1 } ] ] }, "Aggregate1": { "main": [ [ { "node": "Code in JavaScript4", "type": "main", "index": 0 } ] ] }, "Aggregate2": { "main": [ [ { "node": "Traffic Investigation Agent2", "type": "main", "index": 0 } ] ] }, "new users2": { "main": [ [ { "node": "Merge1", "type": "main", "index": 3 } ] ] }, "GPT-4o Model1": { "ai_languageModel": [ [ { "node": "Traffic Investigation Agent1", "type": "ai_languageModel", "index": 0 } ] ] }, "GPT-4o Model2": { "ai_languageModel": [ [ { "node": "Traffic Investigation Agent2", "type": "ai_languageModel", "index": 0 } ] ] }, "Set client data": { "main": [ [ { "node": "Loop Over Items1", "type": "main", "index": 0 } ] ] }, "Loop Over Items1": { "main": [ [ { "node": "Aggregate2", "type": "main", "index": 0 } ], [ { "node": "sessions", "type": "main", "index": 0 }, { "node": "sessions2", "type": "main", "index": 0 }, { "node": "new users", "type": "main", "index": 0 }, { "node": "new users2", "type": "main", "index": 0 }, { "node": "ad costs", "type": "main", "index": 0 }, { "node": "clicks", "type": "main", "index": 0 }, { "node": "cllicks2", "type": "main", "index": 0 }, { "node": "ad costs2", "type": "main", "index": 0 } ] ] }, "Code in JavaScript4": { "main": [ [ { "node": "Traffic Investigation Agent1", "type": "main", "index": 0 } ] ] }, "Format Slack Report2": { "main": [ [ { "node": "Send Investigation Report1", "type": "main", "index": 0 } ] ] }, "Hourly Traffic Monitor1": { "main": [ [ { "node": "Set client data", "type": "main", "index": 0 } ] ] }, "Send Investigation Report1": { "main": [ [ { "node": "Loop Over Items1", "type": "main", "index": 0 } ] ] }, "Traffic Investigation Agent1": { "main": [ [ { "node": "Format Slack Report2", "type": "main", "index": 0 } ] ] }, "Traffic Investigation Agent2": { "main": [ [ { "node": "Send Investigation Report2", "type": "main", "index": 0 } ] ] } } }