{"workflow":{"id":11847,"name":"Monitor competitor prices and send OpenAI analysis alerts via Slack and Gmail","views":82,"recentViews":0,"totalViews":82,"createdAt":"2025-12-16T07:17:04.163Z","description":"## Competitor Price Monitoring with AI-Powered Alerts\n\n### What this workflow does\n\nThis workflow automatically monitors competitor product prices on a scheduled basis, detects meaningful price changes, and delivers actionable alerts enriched with AI-powered competitive analysis.\n\nIt compares current and historical price datasets, identifies increases, decreases, new products, and removals, and uses AI to assess market impact and recommend strategic actions. Alerts are intelligently routed to Slack or Email based on urgency, while all results are logged for auditing and trend analysis.\n\nThis template is ideal for pricing teams, product managers, and competitive intelligence workflows that require timely, data-driven insights without manual monitoring.\n\n---\n\n### How it works\n\n1. **Scheduled execution**\n   - Runs on a configurable cron schedule (default: every 6 hours).\n   - Initializes a monitoring session with timestamps and tracking IDs.\n\n2. **Price data collection**\n   - Fetches current competitor pricing via HTTP APIs.\n   - Retrieves previous price snapshots from Google Sheets.\n\n3. **Data normalization & comparison**\n   - Normalizes current and historical data into a unified schema.\n   - Uses the **Compare Datasets** node to detect:\n     - New products\n     - Removed products\n     - Price increases or decreases\n     - Unchanged prices\n\n4. **Change evaluation**\n   - Calculates percentage price changes.\n   - Classifies severity:\n     - **Urgent**: ≥ 10% change\n     - **Routine**: 5–10% change\n     - **No alert**: &lt; 5% or unchanged\n\n5. **AI-powered analysis**\n   - An AI agent evaluates competitive impact.\n   - Generates concise recommendations (match, hold, differentiate).\n   - Justifies urgency based on market implications.\n\n6. **Smart alert routing**\n   - Urgent changes are sent to Slack.\n   - Routine updates are sent via Email.\n   - All alerts and runs are logged in Google Sheets.\n\n7. **Historical storage**\n   - Updates price history for future comparisons.\n   - Maintains a complete monitoring audit trail.\n\n---\n\n### Setup requirements\n\nBefore activating the workflow, configure the following:\n\n- Replace the competitor price API endpoint with your own data source.\n- Define product identifiers consistently (SKU, product ID, etc.).\n- Configure Google Sheets documents and sheet names for:\n  - Price history\n  - Alert logs\n  - Monitoring logs\n- Adjust alert thresholds or schedules as needed.\n\n---\n\n### Required credentials\n\nThis workflow requires the following credentials to be set up in n8n:\n\n- **HTTP Header Auth** (for competitor price APIs)\n- **OpenAI** (for AI-based price analysis)\n- **Slack** (urgent alerts)\n- **Gmail** (routine email notifications)\n- **Google Sheets** (price history and logging)\n\n---\n\n### Customization ideas\n\n- Add additional alert channels (Microsoft Teams, Discord, Webhooks).\n- Extend AI analysis with competitor positioning or elasticity insights.\n- Monitor multiple regions or currencies.\n- Add dashboards using BI tools connected to Google Sheets.\n- Trigger downstream pricing or promotion workflows automatically.\n\n---\n\n### Who this is for\n\n- Pricing & revenue operations teams  \n- E-commerce and SaaS product managers  \n- Competitive intelligence analysts  \n- Growth and strategy teams needing real-time market awareness  \n\n---\n\nThis template provides an end-to-end, scalable foundation for AI-assisted competitive price monitoring—turning raw price changes into actionable business decisions.\n","workflow":{"id":"tBGIIkEnXj8XEfvE","meta":{"instanceId":"15d6057a37b8367f33882dd60593ee5f6cc0c59310ff1dc66b626d726083b48d"},"name":"Competitor Price Monitoring with AI-Powered Alerts","tags":[],"nodes":[{"id":"e179db86-9c63-4942-a4a4-f76b4eb10e00","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-560,-320],"parameters":{"width":488,"height":592,"content":"## Competitor Price Monitoring with AI-Powered Alerts\n\n### Overview\nAutomatically monitors competitor pricing on a scheduled basis, detects significant price changes using Compare Datasets, and sends intelligent alerts via Slack or Email based on AI analysis of market implications.\n\n### Key Features\n- **Compare Datasets Detection**: Identifies new, removed, changed, and unchanged prices\n- **AI-Powered Analysis**: Strategic recommendations based on competitive changes\n- **Multi-Channel Routing**: Urgent to Slack, routine to Email\n- **Cron Scheduling**: Flexible monitoring frequency\n\n### Required Credentials\n- OpenAI API\n- Slack\n- Gmail\n- Google Sheets"},"typeVersion":1},{"id":"bbfdd600-b8f0-4828-9ae7-80feab951c5a","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-32,-16],"parameters":{"color":7,"width":300,"height":540,"content":"### Step 1: Scheduled Price Collection\n- Cron trigger runs at configured intervals\n- Fetches competitor price data via HTTP requests\n- Retrieves previous price snapshot from storage"},"typeVersion":1},{"id":"0072e90d-0f72-4dda-815b-40044ec8f1fe","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[480,-64],"parameters":{"color":7,"width":360,"height":716,"content":"### Step 2: Compare Datasets Analysis\n- Uses Compare Datasets node to detect changes\n- Outputs: In A only (removed), Same, Different, In B only (new)\n- Calculates percentage change for each product"},"typeVersion":1},{"id":"06ab5f42-da9c-461a-bc4c-37a41651f62f","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[1088,-64],"parameters":{"color":7,"width":360,"height":716,"content":"### Step 3: AI Analysis & Severity Assessment\n- AI Agent evaluates competitive implications\n- Generates strategic recommendations\n- Classifies alert urgency (urgent/routine/log-only)"},"typeVersion":1},{"id":"46934c62-e331-438f-be94-aef9c0b324f3","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[1648,-64],"parameters":{"color":7,"width":380,"height":736,"content":"### Step 4: Smart Alert Routing & Storage\n- Routes to Slack for urgent changes (>10%)\n- Sends Email digest for routine changes (5-10%)\n- Updates price history in Google Sheets\n- Logs all monitoring activity"},"typeVersion":1},{"id":"c9e94fa8-0b08-4b30-ad1d-80c3b0412160","name":"Price Check Schedule","type":"n8n-nodes-base.scheduleTrigger","position":[64,256],"parameters":{"rule":{"interval":[{"field":"cronExpression","expression":"0 */6 * * *"}]}},"typeVersion":1.2},{"id":"b427b57d-b57d-42a6-96e4-b26796e57389","name":"Initialize Monitoring Session","type":"n8n-nodes-base.set","position":[288,256],"parameters":{"options":{},"assignments":{"assignments":[{"id":"1","name":"monitoringId","type":"string","value":"={{ 'MON-' + $now.format('yyyyMMddHHmmss') }}"},{"id":"2","name":"checkTimestamp","type":"string","value":"={{ $now.toISO() }}"},{"id":"3","name":"competitors","type":"object","value":"[\"CompetitorA\", \"CompetitorB\", \"CompetitorC\"]"}]}},"typeVersion":3.4},{"id":"0c514f71-a7f3-41d5-ac4f-ef63221dc8b0","name":"Fetch Current Prices","type":"n8n-nodes-base.httpRequest","position":[496,160],"parameters":{"url":"https://api.competitor-prices.example.com/v1/products","options":{"timeout":30000},"sendQuery":true,"authentication":"predefinedCredentialType","queryParameters":{"parameters":[{"name":"category","value":"all"},{"name":"format","value":"json"}]},"nodeCredentialType":"httpHeaderAuth"},"typeVersion":4.2},{"id":"be3a2b1b-9412-48ed-8cbd-3553a2f7e9b7","name":"Fetch Previous Prices","type":"n8n-nodes-base.googleSheets","position":[496,368],"parameters":{"operation":"getMany","documentId":{"__rl":true,"mode":"list","value":""}},"typeVersion":4.5},{"id":"cdf06488-beb7-4e0c-aa44-97552ae65820","name":"Normalize Current Prices","type":"n8n-nodes-base.code","position":[720,160],"parameters":{"jsCode":"const currentData = $('Fetch Current Prices').all();\nconst initData = $('Initialize Monitoring Session').first().json;\n\n// Transform current prices to standard format\nconst products = [];\nfor (const item of currentData) {\n  const priceData = item.json.products || [item.json];\n  for (const product of (Array.isArray(priceData) ? priceData : [priceData])) {\n    products.push({\n      productId: product.id || product.sku || 'unknown',\n      productName: product.name || product.title || 'Unknown Product',\n      competitor: product.competitor || 'Unknown',\n      currentPrice: parseFloat(product.price) || 0,\n      currency: product.currency || 'USD',\n      category: product.category || 'General',\n      url: product.url || '',\n      fetchedAt: initData.checkTimestamp\n    });\n  }\n}\n\nreturn products.map(p => ({ json: p }));"},"typeVersion":2},{"id":"eb11f5bf-1b6f-48f3-842c-34caa2ddf7fc","name":"Normalize Previous Prices","type":"n8n-nodes-base.code","position":[720,368],"parameters":{"jsCode":"const previousData = $('Fetch Previous Prices').all();\n\n// Transform previous prices to standard format\nconst products = previousData.map(item => ({\n  productId: item.json.productId || item.json['Product ID'] || 'unknown',\n  productName: item.json.productName || item.json['Product Name'] || 'Unknown',\n  competitor: item.json.competitor || item.json['Competitor'] || 'Unknown',\n  previousPrice: parseFloat(item.json.currentPrice || item.json['Price'] || 0),\n  currency: item.json.currency || item.json['Currency'] || 'USD',\n  category: item.json.category || item.json['Category'] || 'General',\n  lastUpdated: item.json.fetchedAt || item.json['Last Updated'] || ''\n}));\n\nreturn products.map(p => ({ json: p }));"},"typeVersion":2},{"id":"188491cb-5d62-4a6e-a591-6c1c1b456713","name":"Compare Price Datasets","type":"n8n-nodes-base.compareDatasets","position":[960,256],"parameters":{"options":{},"mergeByFields":{"values":[{"field1":"productId","field2":"productId"}]}},"typeVersion":2.3},{"id":"0a761044-7851-4757-92ef-ac585b925d57","name":"Process Removed Products","type":"n8n-nodes-base.code","position":[1200,64],"parameters":{"jsCode":"// Process removed products (In A only - was in previous, not in current)\nconst items = $input.all();\n\nreturn items.map(item => ({\n  json: {\n    ...item.json,\n    changeType: 'REMOVED',\n    changePercent: -100,\n    alertLevel: 'routine',\n    analysis: 'Product no longer available from competitor'\n  }\n}));"},"typeVersion":2},{"id":"f9a9879b-5772-457a-b695-df7d959f4f92","name":"Process Unchanged","type":"n8n-nodes-base.code","position":[1200,208],"parameters":{"jsCode":"// Process unchanged products (Same)\nconst items = $input.all();\n\nreturn items.map(item => ({\n  json: {\n    ...item.json,\n    changeType: 'UNCHANGED',\n    changePercent: 0,\n    alertLevel: 'none',\n    analysis: 'Price stable'\n  }\n}));"},"typeVersion":2},{"id":"55182390-fa76-454f-ac43-a1b19ece2486","name":"Process Changed Prices","type":"n8n-nodes-base.code","position":[1200,336],"parameters":{"jsCode":"// Process changed products (Different) - key analysis\nconst items = $input.all();\n\nreturn items.map(item => {\n  const d = item.json;\n  const prevPrice = d.input1?.previousPrice || d.previousPrice || 0;\n  const currPrice = d.input2?.currentPrice || d.currentPrice || 0;\n  const changePercent = prevPrice > 0 ? ((currPrice - prevPrice) / prevPrice * 100) : 0;\n  const absChange = Math.abs(changePercent);\n  \n  let alertLevel = 'none';\n  if (absChange >= 10) alertLevel = 'urgent';\n  else if (absChange >= 5) alertLevel = 'routine';\n  \n  return {\n    json: {\n      productId: d.input1?.productId || d.input2?.productId || d.productId,\n      productName: d.input2?.productName || d.input1?.productName || d.productName,\n      competitor: d.input2?.competitor || d.input1?.competitor || d.competitor,\n      previousPrice: prevPrice,\n      currentPrice: currPrice,\n      currency: d.input2?.currency || d.input1?.currency || 'USD',\n      category: d.input2?.category || d.input1?.category || 'General',\n      changeType: changePercent > 0 ? 'PRICE_INCREASE' : 'PRICE_DECREASE',\n      changePercent: Math.round(changePercent * 100) / 100,\n      alertLevel: alertLevel\n    }\n  };\n});"},"typeVersion":2},{"id":"ed3127cb-9d46-44eb-9aff-a5f82b743426","name":"Process New Products","type":"n8n-nodes-base.code","position":[1200,480],"parameters":{"jsCode":"// Process new products (In B only - in current, not in previous)\nconst items = $input.all();\n\nreturn items.map(item => ({\n  json: {\n    ...item.json,\n    changeType: 'NEW_PRODUCT',\n    changePercent: null,\n    alertLevel: 'routine',\n    analysis: 'New product detected in competitor catalog'\n  }\n}));"},"typeVersion":2},{"id":"880e24a7-8950-42b7-a06d-667965cf7b47","name":"Merge All Changes","type":"n8n-nodes-base.merge","position":[1424,256],"parameters":{},"typeVersion":3},{"id":"158ae9fa-70ef-4285-936c-b5a679daebaa","name":"Filter Significant Changes","type":"n8n-nodes-base.filter","position":[1616,256],"parameters":{"options":{},"conditions":{"options":{"caseSensitive":true,"typeValidation":"loose"},"combinator":"or","conditions":[{"id":"urgent","operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.alertLevel }}","rightValue":"urgent"},{"id":"routine","operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.alertLevel }}","rightValue":"routine"}]}},"typeVersion":2},{"id":"8b62163f-7658-4091-a168-19d996ea18c5","name":"AI Price Analyst","type":"@n8n/n8n-nodes-langchain.agent","position":[1840,256],"parameters":{"text":"=Analyze this competitor price change and provide strategic recommendations:\n\nProduct: {{ $json.productName }}\nCompetitor: {{ $json.competitor }}\nCategory: {{ $json.category }}\nPrevious Price: {{ $json.previousPrice }} {{ $json.currency }}\nCurrent Price: {{ $json.currentPrice }} {{ $json.currency }}\nChange: {{ $json.changePercent }}%\nChange Type: {{ $json.changeType }}\n\nProvide:\n1. Impact assessment (1-2 sentences)\n2. Recommended action (match/hold/differentiate)\n3. Urgency level justification\n\nReturn JSON with keys: impactAssessment, recommendedAction, urgencyJustification","options":{"systemMessage":"You are a pricing strategy analyst. Provide concise, actionable competitive intelligence. Always output valid JSON."},"promptType":"define"},"typeVersion":1.7},{"id":"4e00fa84-a5ec-409a-9592-5d475054a936","name":"OpenAI Chat Model","type":"@n8n/n8n-nodes-langchain.lmChatOpenAi","position":[1840,480],"parameters":{"model":"gpt-4o-mini","options":{"temperature":0.2}},"typeVersion":1.2},{"id":"dbaafecc-2bda-475b-ba54-6ab17358f200","name":"Parse AI Analysis","type":"n8n-nodes-base.code","position":[2064,256],"parameters":{"jsCode":"const priceData = $input.first().json;\nconst aiOutput = priceData.output || '{}';\n\nlet aiAnalysis = {};\ntry {\n  const jsonMatch = aiOutput.match(/\\{[\\s\\S]*\\}/);\n  if (jsonMatch) {\n    aiAnalysis = JSON.parse(jsonMatch[0]);\n  }\n} catch (e) {\n  aiAnalysis = {\n    impactAssessment: 'Unable to analyze - manual review recommended',\n    recommendedAction: 'hold',\n    urgencyJustification: 'AI analysis unavailable'\n  };\n}\n\n// Get original price data from the filter output\nconst originalData = $('Filter Significant Changes').first().json;\n\nreturn [{\n  json: {\n    ...originalData,\n    aiAnalysis: aiAnalysis,\n    analyzedAt: new Date().toISOString()\n  }\n}];"},"typeVersion":2},{"id":"6a755d41-6ab1-442e-bebd-6590bd3d98e7","name":"Route by Alert Level","type":"n8n-nodes-base.switch","position":[2288,256],"parameters":{"rules":{"values":[{"conditions":{"combinator":"and","conditions":[{"operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.alertLevel }}","rightValue":"urgent"}]}},{"conditions":{"combinator":"and","conditions":[{"operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.alertLevel }}","rightValue":"routine"}]}}]},"options":{"fallbackOutput":"extra"}},"typeVersion":3.2},{"id":"67a5356e-383e-4e6e-b44a-e2eb3d2e5817","name":"Slack Urgent Alert","type":"n8n-nodes-base.slack","position":[2528,160],"webhookId":"74d548b0-7f69-4948-88e0-641071cc35b1","parameters":{"text":"=:rotating_light: *URGENT PRICE ALERT*\n\n*Product:* {{ $json.productName }}\n*Competitor:* {{ $json.competitor }}\n*Change:* {{ $json.changePercent }}% ({{ $json.changeType }})\n*Previous:* {{ $json.previousPrice }} {{ $json.currency }}\n*Current:* {{ $json.currentPrice }} {{ $json.currency }}\n\n*AI Analysis:*\n{{ $json.aiAnalysis.impactAssessment }}\n\n*Recommended Action:* {{ $json.aiAnalysis.recommendedAction }}\n*Urgency:* {{ $json.aiAnalysis.urgencyJustification }}","select":"channel","channelId":{"__rl":true,"mode":"name","value":"#price-alerts"},"otherOptions":{}},"typeVersion":2.2},{"id":"d3b12e45-21a0-4792-b90d-114e074ff982","name":"Email Routine Alert","type":"n8n-nodes-base.gmail","position":[2528,320],"webhookId":"78a847ba-dd17-4876-b568-1fd15cda8c44","parameters":{"sendTo":"=pricing-team@company.com","message":"=Competitor Price Change Detected\n\nProduct: {{ $json.productName }}\nCompetitor: {{ $json.competitor }}\nCategory: {{ $json.category }}\n\nPrice Change:\n- Previous: {{ $json.previousPrice }} {{ $json.currency }}\n- Current: {{ $json.currentPrice }} {{ $json.currency }}\n- Change: {{ $json.changePercent }}%\n\nAI Analysis:\n{{ $json.aiAnalysis.impactAssessment }}\n\nRecommended Action: {{ $json.aiAnalysis.recommendedAction }}\n\nThis is a routine notification. No immediate action required.","options":{},"subject":"=Price Change Alert: {{ $json.productName }} ({{ $json.changePercent }}%)"},"typeVersion":2.1},{"id":"ef6cf86c-bf55-47f7-a39a-2d14b62aa290","name":"Log Low Priority Changes","type":"n8n-nodes-base.googleSheets","position":[2528,480],"parameters":{"columns":{"value":{"Change %":"={{ $json.changePercent }}","Timestamp":"={{ $json.analyzedAt }}","Competitor":"={{ $json.competitor }}","Product ID":"={{ $json.productId }}","Alert Level":"={{ $json.alertLevel }}","Product Name":"={{ $json.productName }}","Current Price":"={{ $json.currentPrice }}","Previous Price":"={{ $json.previousPrice }}","AI Recommendation":"={{ $json.aiAnalysis.recommendedAction }}"},"mappingMode":"defineBelow"},"options":{},"operation":"append","sheetName":{"__rl":true,"mode":"list","value":"AlertLog"},"documentId":{"__rl":true,"mode":"list","value":""}},"typeVersion":4.5},{"id":"ccc1f4e7-69c1-4b76-a2ca-eb0f09f9fa37","name":"Merge Alert 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}}"},"mappingMode":"defineBelow"},"options":{},"operation":"append","sheetName":{"__rl":true,"mode":"list","value":"MonitoringLog"},"documentId":{"__rl":true,"mode":"list","value":""}},"typeVersion":4.5}],"active":false,"pinData":{},"settings":{"executionOrder":"v1"},"versionId":"9b08aef7-9a67-46a5-9969-974e85dbce37","connections":{"AI Price Analyst":{"main":[[{"node":"Parse AI Analysis","type":"main","index":0}]]},"Merge All Changes":{"main":[[{"node":"Filter Significant Changes","type":"main","index":0},{"node":"Prepare Storage Update","type":"main","index":0}]]},"OpenAI Chat Model":{"ai_languageModel":[[{"node":"AI Price Analyst","type":"ai_languageModel","index":0}]]},"Parse AI Analysis":{"main":[[{"node":"Route by Alert Level","type":"main","index":0}]]},"Process Unchanged":{"main":[[{"node":"Merge All Changes","type":"main","index":0}]]},"Slack Urgent Alert":{"main":[[{"node":"Merge Alert Results","type":"main","index":0}]]},"Email Routine Alert":{"main":[[{"node":"Merge Alert 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