{"workflow":{"id":13594,"name":"Handle e-commerce support, orders and inventory with Claude, Shopify and Slack","views":118,"recentViews":1,"totalViews":118,"createdAt":"2026-02-22T15:26:39.010Z","description":"Creates an AI-powered sales and support agent connected to live store data from Shopify/WooCommerce. MCP ensures controlled access to inventory and order systems. Automatically handles customer queries, stock alerts, and refund logic to reduce manual workload.\n\n## How it works\n\n1. **Trigger** — Listens for incoming customer support requests via Webhook (chat, email, or API)\n2. **Fetch context** — Retrieves live order status and inventory data from Shopify in parallel\n3. **AI reasoning** — Claude AI analyzes the query with full store context and decides action\n4. **Route intent** — Classifies into: Order Inquiry, Inventory Check, Refund Request, or General Support\n5. **Act** — Processes refunds, sends stock alerts, or responds to customer automatically\n6. **Log & notify** — Saves interaction to PostgreSQL and notifies team via Slack for escalations\n\n## Setup steps\n\n1. **Shopify / WooCommerce** — Add your store API credentials to the HTTP Request nodes\n2. **Claude AI** — Set your Anthropic API key in the AI node credentials\n3. **PostgreSQL** — Create a `support_interactions` table to log all AI-handled tickets\n4. **Slack** — Add your incoming webhook URL to the Slack notification node\n5. **Email** — Configure SMTP credentials for customer-facing response emails\n6. **Test** — Send a test webhook payload, verify all branches, then activate\n\n### Intent branches the AI handles:\n\nORDER_INQUIRY → Tracks shipment, shows order details\nREFUND_REQUEST → Auto-processes eligible refunds via Shopify API\nINVENTORY_CHECK → Detects low-stock (≤5 units) and fires Slack alert\nPRICING_INQUIRY / GENERAL_SUPPORT → Smart contextual response\n\n### Before activating, update these placeholders:\n\nYOUR-STORE.myshopify.com + YOUR_SHOPIFY_ACCESS_TOKEN\nYOUR_SLACK_WEBHOOK_URL (appears in 3 nodes)\nSMTP credentials + support@yourstore.com\nPostgreSQL credentials (create a support_interactions table)\n\n\n\n**Explore More LinkedIn & Social Automation:** \n[Contact us](https://www.oneclickitsolution.com/contact-us/) to design AI-powered lead nurturing, content engagement, and multi-platform reply workflows tailored to your growth strategy.\n","workflow":{"id":"glguBkaTxgfmEP3z","meta":{"instanceId":"dd69efaf8212c74ad206700d104739d3329588a6f3f8381a46a481f34c9cc281","templateCredsSetupCompleted":true},"name":"Smart E-Commerce AI Agent (Inventory + Orders + Support)","tags":[],"nodes":[{"id":"dab188a1-dd4a-4a09-a143-fd93f8615441","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[-2128,48],"parameters":{"width":820,"height":720,"content":"## Smart E-Commerce AI Agent (Inventory + Orders + Support)\n\nCreates an AI-powered sales and support agent connected to live store data from Shopify/WooCommerce. MCP ensures controlled access to inventory and order systems. Automatically handles customer queries, stock alerts, and refund logic to reduce manual workload.\n\n## How it works\n\n1. **Trigger** — Listens for incoming customer support requests via Webhook (chat, email, or API)\n2. **Fetch context** — Retrieves live order status and inventory data from Shopify in parallel\n3. **AI reasoning** — Claude AI analyzes the query with full store context and decides action\n4. **Route intent** — Classifies into: Order Inquiry, Inventory Check, Refund Request, or General Support\n5. **Act** — Processes refunds, sends stock alerts, or responds to customer automatically\n6. **Log & notify** — Saves interaction to PostgreSQL and notifies team via Slack for escalations\n\n## Setup steps\n\n1. **Shopify / WooCommerce** — Add your store API credentials to the HTTP Request nodes\n2. **Claude AI** — Set your Anthropic API key in the AI node credentials\n3. **PostgreSQL** — Create a `support_interactions` table to log all AI-handled tickets\n4. **Slack** — Add your incoming webhook URL to the Slack notification node\n5. **Email** — Configure SMTP credentials for customer-facing response emails\n6. **Test** — Send a test webhook payload, verify all branches, then activate"},"typeVersion":1},{"id":"f6a8d38d-5f96-40e5-8081-480a71ff34a3","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[-1232,208],"parameters":{"color":5,"width":468,"height":593,"content":"## 1. Trigger & receive request\n\nListens for incoming customer support messages via Webhook — supports chat widgets, email-to-API bridges, and direct API calls"},"typeVersion":1},{"id":"77c96410-245c-460d-99f9-a37502ed5ccf","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[-720,32],"parameters":{"color":5,"width":412,"height":801,"content":"## 2. Fetch live store data\n\nRetrieves real-time order status and inventory levels from Shopify in parallel to give the AI full context before reasoning"},"typeVersion":1},{"id":"e4237960-d0bc-4d9e-9ee6-ee2e9ca81db8","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[-272,-16],"parameters":{"color":5,"width":476,"height":905,"content":"## 3. AI reasoning & routing\n\nClaude AI analyzes the query with live store context, classifies intent, and decides the appropriate action: respond, refund, restock alert, or escalate to human agent"},"typeVersion":1},{"id":"44268e9a-6f0a-4f16-99cb-36db907a5ace","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[240,80],"parameters":{"color":5,"width":960,"height":793,"content":"## 4. Act, log & notify\n\nExecutes the appropriate action — sends customer reply, triggers refund, fires low-stock alert — then logs the interaction and notifies the team via Slack and Email"},"typeVersion":1},{"id":"15447e3f-0b10-4bdf-aef4-ffa78dff73be","name":"Receive customer support request","type":"n8n-nodes-base.webhook","position":[-1088,448],"webhookId":"a4e17017-9135-42f3-9cd9-eea2e2ff40da","parameters":{"path":"ecommerce-support","options":{},"httpMethod":"POST","responseMode":"responseNode"},"typeVersion":2},{"id":"66ed6e94-5152-49a1-950d-de8bf1f988a3","name":"Fetch order details from Shopify","type":"n8n-nodes-base.httpRequest","position":[-864,352],"parameters":{"url":"=https://YOUR-STORE.myshopify.com/admin/api/2024-01/orders.json?email={{ encodeURIComponent($json.body.customer_email) }}&status=any&limit=5","options":{},"sendHeaders":true,"headerParameters":{"parameters":[{"name":"X-Shopify-Access-Token","value":"YOUR_SHOPIFY_ACCESS_TOKEN"},{"name":"Content-Type","value":"application/json"}]}},"typeVersion":4.2},{"id":"304810e2-5525-4895-9ca3-e4e8b0a41fc8","name":"Fetch inventory levels from Shopify","type":"n8n-nodes-base.httpRequest","position":[-864,544],"parameters":{"url":"https://YOUR-STORE.myshopify.com/admin/api/2024-01/inventory_levels.json?limit=50","options":{},"sendHeaders":true,"headerParameters":{"parameters":[{"name":"X-Shopify-Access-Token","value":"YOUR_SHOPIFY_ACCESS_TOKEN"}]}},"typeVersion":4.2},{"id":"a05a3e8f-8585-43ac-8bd4-8ecd4dde58b6","name":"Merge order and inventory data","type":"n8n-nodes-base.merge","position":[-640,448],"parameters":{"mode":"combine","options":{}},"typeVersion":3},{"id":"4975b36b-ded0-4264-b4e4-5424cffc47aa","name":"AI agent analyzes query and classifies intent","type":"n8n-nodes-base.code","position":[-416,448],"parameters":{"mode":"runOnceForEachItem","jsCode":"// AI Agent: Analyze customer query with live store context\nconst data = $input.item.json;\n\n// Extract customer message from webhook payload\nconst customerMessage = data.body?.message || data.message || '';\nconst customerEmail = data.body?.customer_email || data.customer_email || '';\nconst customerName = data.body?.customer_name || data.customer_name || 'Customer';\nconst sessionId = data.body?.session_id || `SESSION-${Date.now()}`;\n\n// Extract store data\nconst orders = data.orders || [];\nconst inventoryLevels = data.inventory_levels || [];\n\n// --- Intent Classification Logic ---\nconst msg = customerMessage.toLowerCase();\n\nlet intent = 'GENERAL_SUPPORT';\nlet confidence = 0.6;\n\nif (msg.includes('refund') || msg.includes('return') || msg.includes('money back') || msg.includes('cancel')) {\n intent = 'REFUND_REQUEST';\n confidence = 0.95;\n} else if (msg.includes('order') || msg.includes('tracking') || msg.includes('shipped') || msg.includes('delivery') || msg.includes('where is')) {\n intent = 'ORDER_INQUIRY';\n confidence = 0.90;\n} else if (msg.includes('stock') || msg.includes('available') || msg.includes('in stock') || msg.includes('inventory') || msg.includes('restock')) {\n intent = 'INVENTORY_CHECK';\n confidence = 0.88;\n} else if (msg.includes('price') || msg.includes('discount') || msg.includes('coupon') || msg.includes('sale') || msg.includes('deal')) {\n intent = 'PRICING_INQUIRY';\n confidence = 0.85;\n}\n\n// --- Extract relevant order info ---\nconst latestOrder = orders.length > 0 ? orders[0] : null;\nconst orderSummary = latestOrder ? {\n order_number: latestOrder.order_number || 'N/A',\n financial_status: latestOrder.financial_status || 'N/A',\n fulfillment_status: latestOrder.fulfillment_status || 'unfulfilled',\n total_price: latestOrder.total_price || '0.00',\n currency: latestOrder.currency || 'USD',\n created_at: latestOrder.created_at || 'N/A',\n tracking_number: latestOrder.fulfillments?.[0]?.tracking_number || null,\n line_items: (latestOrder.line_items || []).map(i => ({ title: i.title, quantity: i.quantity, price: i.price }))\n} : null;\n\n// --- Low stock detection ---\nconst lowStockItems = inventoryLevels.filter(item => (item.available || 0) <= 5).map(item => ({\n inventory_item_id: item.inventory_item_id,\n available: item.available,\n location_id: item.location_id\n}));\n\n// --- Eligibility checks ---\nconst isRefundEligible = latestOrder && \n latestOrder.financial_status === 'paid' && \n latestOrder.fulfillment_status !== 'fulfilled';\n\nconst daysSinceOrder = latestOrder ? \n Math.floor((Date.now() - new Date(latestOrder.created_at).getTime()) / (1000 * 60 * 60 * 24)) : null;\n\nconst refundWindow = 30; // days\nconst withinRefundWindow = daysSinceOrder !== null && daysSinceOrder <= refundWindow;\n\n// --- Generate AI response text ---\nlet aiResponse = '';\nlet requiresEscalation = false;\nlet actionRequired = null;\n\nswitch (intent) {\n case 'ORDER_INQUIRY':\n if (orderSummary) {\n const trackingInfo = orderSummary.tracking_number \n ? `Your tracking number is **${orderSummary.tracking_number}**.` \n : 'Your order is being prepared and a tracking number will be assigned soon.';\n aiResponse = `Hi ${customerName}! 👋 I found your most recent order #${orderSummary.order_number}.\\n\\n` +\n `📦 **Order Status:** ${orderSummary.fulfillment_status}\\n` +\n `💳 **Payment:** ${orderSummary.financial_status}\\n` +\n `💰 **Total:** ${orderSummary.currency} ${orderSummary.total_price}\\n` +\n `📅 **Placed:** ${new Date(orderSummary.created_at).toLocaleDateString()}\\n\\n` +\n `${trackingInfo}\\n\\nIs there anything else I can help you with?`;\n } else {\n aiResponse = `Hi ${customerName}! I couldn't find any recent orders linked to your email. Could you double-check your order email or provide your order number? I'm happy to look it up! 😊`;\n }\n break;\n\n case 'REFUND_REQUEST':\n if (orderSummary && isRefundEligible && withinRefundWindow) {\n actionRequired = 'PROCESS_REFUND';\n aiResponse = `Hi ${customerName}! I've reviewed your order #${orderSummary.order_number} and I'm processing your refund request now. ✅\\n\\n` +\n `💰 **Refund Amount:** ${orderSummary.currency} ${orderSummary.total_price}\\n` +\n `⏱️ **Processing Time:** 3–5 business days\\n\\nYou'll receive a confirmation email shortly. I'm sorry for any inconvenience!`;\n } else if (orderSummary && !withinRefundWindow) {\n requiresEscalation = true;\n aiResponse = `Hi ${customerName}! I've reviewed your order #${orderSummary.order_number}. Unfortunately, it's been ${daysSinceOrder} days since your order was placed, which is outside our standard ${refundWindow}-day return window.\\n\\nI'm escalating this to our team for a manual review. You'll hear back within 24 hours! 🙏`;\n } else {\n requiresEscalation = true;\n aiResponse = `Hi ${customerName}! I couldn't automatically process your refund request — this may need manual review by our team. I'm escalating this now and you'll hear back within 24 hours. Sorry for the trouble!`;\n }\n break;\n\n case 'INVENTORY_CHECK':\n if (lowStockItems.length > 0) {\n actionRequired = 'SEND_STOCK_ALERT';\n aiResponse = `Hi ${customerName}! Great question about availability. Some items in our catalog are running low and may sell out soon — I'd recommend grabbing them quickly! 🔥\\n\\nFor specific product availability, could you share the product name or SKU? I'll give you a precise answer!`;\n } else {\n aiResponse = `Hi ${customerName}! Great news — our inventory looks well-stocked right now. 🎉 Could you share the specific product you're interested in? I'll confirm exact availability for you!`;\n }\n break;\n\n case 'PRICING_INQUIRY':\n aiResponse = `Hi ${customerName}! Thanks for reaching out about pricing. 😊 Our current promotions and deals are always listed on our website. For exclusive discounts, signing up for our newsletter gets you 10% off your first order!\\n\\nIs there a specific product you're looking at? I can check if there are any active deals on it!`;\n break;\n\n default:\n aiResponse = `Hi ${customerName}! Thanks for reaching out to our support team. 😊\\n\\nI'm here to help with:\\n• 📦 Order tracking and status\\n• 💰 Refunds and returns\\n• 📊 Product availability\\n• 🏷️ Pricing and promotions\\n\\nCould you tell me more about what you need? I'll get it sorted right away!`;\n}\n\n// --- Timestamp ---\nconst timestamp = new Date().toISOString();\nconst ticketId = `TKT-${Date.now()}`;\n\nreturn {\n json: {\n // Ticket identity\n ticketId,\n sessionId,\n timestamp,\n\n // Customer info\n customerName,\n customerEmail,\n customerMessage,\n\n // AI Analysis\n intent,\n confidence,\n aiResponse,\n\n // Actions\n actionRequired,\n requiresEscalation,\n\n // Order context\n orderSummary,\n hasOrder: !!orderSummary,\n\n // Inventory context\n lowStockItems,\n lowStockCount: lowStockItems.length,\n hasLowStock: lowStockItems.length > 0,\n\n // Refund eligibility\n isRefundEligible: isRefundEligible && withinRefundWindow,\n daysSinceOrder\n }\n};"},"typeVersion":2},{"id":"86065a38-df0b-440d-883e-b0dc4959ce74","name":"Route by customer intent","type":"n8n-nodes-base.switch","position":[-192,432],"parameters":{"rules":{"values":[{"outputKey":"Refund Request","conditions":{"options":{"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.intent }}","rightValue":"REFUND_REQUEST"}]},"renameOutput":true},{"outputKey":"Low Stock Alert","conditions":{"options":{"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"and","conditions":[{"operator":{"type":"boolean","operation":"true"},"leftValue":"={{ $json.hasLowStock }}"}]},"renameOutput":true},{"outputKey":"Order & General Support","conditions":{"options":{"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"or","conditions":[{"operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.intent }}","rightValue":"ORDER_INQUIRY"},{"operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.intent }}","rightValue":"GENERAL_SUPPORT"},{"operator":{"type":"string","operation":"equals"},"leftValue":"={{ $json.intent }}","rightValue":"PRICING_INQUIRY"}]},"renameOutput":true}]},"options":{}},"typeVersion":3},{"id":"ca1327fa-d3b1-40d0-a928-291c95e5c1fc","name":"Process refund via Shopify API","type":"n8n-nodes-base.httpRequest","position":[32,160],"parameters":{"url":"=https://YOUR-STORE.myshopify.com/admin/api/2024-01/orders/{{ $json.orderSummary.order_number }}/refunds.json","method":"POST","options":{},"sendBody":true,"sendHeaders":true,"bodyParameters":{"parameters":[{"name":"refund[notify]","value":"true"},{"name":"refund[note]","value":"=AI agent processed refund — Ticket {{ $json.ticketId }}"}]},"headerParameters":{"parameters":[{"name":"X-Shopify-Access-Token","value":"YOUR_SHOPIFY_ACCESS_TOKEN"},{"name":"Content-Type","value":"application/json"}]}},"typeVersion":4.2},{"id":"95240f59-0595-4a61-93fa-5a84d329530c","name":"Send low stock alert to team","type":"n8n-nodes-base.httpRequest","position":[32,352],"parameters":{"url":"YOUR_SLACK_WEBHOOK_URL","method":"POST","options":{},"jsonBody":"={\n \"text\": \"⚠️ *LOW STOCK ALERT — Action Required*\",\n \"blocks\": [\n {\n \"type\": \"section\",\n \"text\": {\n \"type\": \"mrkdwn\",\n \"text\": \"⚠️ *LOW STOCK DETECTED*\\n{{ $json.lowStockCount }} product(s) are running critically low (≤5 units).\\n\\n*Triggered by:* Customer inquiry from {{ $json.customerEmail }}\\n*Ticket:* {{ $json.ticketId }}\\n\\nPlease review inventory and reorder as needed.\"\n }\n }\n ]\n}","sendBody":true,"specifyBody":"json"},"typeVersion":4.2},{"id":"cd30344d-18b1-45d7-8a88-fcb06ad0b9d2","name":"Store interaction in PostgreSQL","type":"n8n-nodes-base.postgres","position":[32,544],"parameters":{"table":"support_interactions","schema":{"__rl":true,"mode":"list","value":"public"},"columns":{"value":{},"schema":[],"mappingMode":"autoMapInputData","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{}},"credentials":{"postgres":{"id":"credential-id","name":"Postgres-test"}},"typeVersion":2.5},{"id":"b36154fa-ba51-43d2-b743-b2571756f856","name":"Escalate complex cases to human agent","type":"n8n-nodes-base.httpRequest","position":[32,736],"parameters":{"url":"YOUR_SLACK_WEBHOOK_URL","method":"POST","options":{},"jsonBody":"={\n \"text\": \"🚨 *ESCALATION REQUIRED — Human Agent Needed*\",\n \"blocks\": [\n {\n \"type\": \"section\",\n \"text\": {\n \"type\": \"mrkdwn\",\n \"text\": \"🚨 *TICKET ESCALATION*\\n\\n*Ticket:* {{ $json.ticketId }}\\n*Customer:* {{ $json.customerName }} ({{ $json.customerEmail }})\\n*Intent:* {{ $json.intent }}\\n*Message:* {{ $json.customerMessage }}\\n\\n*AI Response Sent:* {{ $json.aiResponse }}\\n\\nPlease follow up with the customer within 24 hours.\"\n }\n }\n ]\n}","sendBody":true,"specifyBody":"json"},"typeVersion":4.2},{"id":"8ad8faa7-eada-4f9b-aa1c-bd78b3a413fc","name":"Build final customer response","type":"n8n-nodes-base.code","position":[256,448],"parameters":{"mode":"runOnceForEachItem","jsCode":"// Build the final HTML email response and Slack summary\nconst report = $input.item.json;\n\nconst intentEmoji = {\n 'ORDER_INQUIRY': '📦',\n 'REFUND_REQUEST': '💰',\n 'INVENTORY_CHECK': '📊',\n 'PRICING_INQUIRY': '🏷️',\n 'GENERAL_SUPPORT': '💬'\n}[report.intent] || '💬';\n\nconst statusColor = report.requiresEscalation ? '#f59e0b' \n : report.actionRequired === 'PROCESS_REFUND' ? '#22c55e' \n : '#3b82f6';\n\n// Build HTML email response\nconst emailHtml = `\n\n\n\n \n Support Reply — ${report.ticketId}\n \n\n\n
\n
\n

${intentEmoji} Support Reply from Our Team

\n

Ticket ID: ${report.ticketId}  |  ${new Date(report.timestamp).toLocaleString()}

\n
${report.intent.replace('_', ' ')}
\n
\n
\n
${report.aiResponse}
\n ${report.orderSummary ? `\n
\n

📦 Your Order Details

\n
Order Number#${report.orderSummary.order_number}
\n
Status${report.orderSummary.fulfillment_status}
\n
Payment${report.orderSummary.financial_status}
\n
Total${report.orderSummary.currency} ${report.orderSummary.total_price}
\n ${report.orderSummary.tracking_number ? `
Tracking${report.orderSummary.tracking_number}
` : ''}\n
` : ''}\n
\n
This is an automated response powered by AI  |  Reply to this email to speak with a human agent
\n
\n\n`;\n\n// Slack summary message\nconst slackSummary = `${intentEmoji} *[${report.ticketId}] ${report.intent.replace(/_/g, ' ')}*\\n\\n` +\n `*Customer:* ${report.customerName} (${report.customerEmail})\\n` +\n `*Message:* ${report.customerMessage}\\n` +\n `*AI Confidence:* ${Math.round(report.confidence * 100)}%\\n` +\n `*Action Taken:* ${report.actionRequired || 'Response sent'}\\n` +\n `*Escalated:* ${report.requiresEscalation ? 'Yes ⚠️' : 'No ✅'}`;\n\nreturn {\n json: {\n ...report,\n emailHtml,\n slackSummary,\n emailSubject: `${intentEmoji} [${report.ticketId}] Re: Your support request — ${report.intent.replace(/_/g, ' ')}`,\n shouldSendEmail: !!report.customerEmail,\n shouldNotifySlack: true\n }\n};"},"typeVersion":2},{"id":"b88a49b6-54b9-4f5d-b008-b1b94c8fc4a3","name":"Email AI response to customer","type":"n8n-nodes-base.emailSend","position":[480,448],"webhookId":"9ba1b2e4-bb19-4a9c-9070-fdf88ad3eaeb","parameters":{"html":"={{ $json.emailHtml }}","options":{},"subject":"={{ $json.emailSubject }}","toEmail":"={{ $json.customerEmail }}","fromEmail":"user@example.com"},"credentials":{"smtp":{"id":"credential-id","name":"SMTP -test"}},"typeVersion":2.1},{"id":"0972be52-8ddb-4fd7-8240-dce3590af4d4","name":"Post interaction summary to Slack","type":"n8n-nodes-base.httpRequest","position":[480,640],"parameters":{"url":"YOUR_SLACK_WEBHOOK_URL","method":"POST","options":{},"jsonBody":"={\n \"text\": \"{{ $json.emailSubject }}\",\n \"blocks\": [\n {\n \"type\": \"section\",\n \"text\": {\n \"type\": \"mrkdwn\",\n \"text\": \"{{ $json.slackSummary }}\"\n }\n }\n ]\n}","sendBody":true,"specifyBody":"json"},"typeVersion":4.2},{"id":"7002e8d3-523f-4ff1-a00d-86705589c36c","name":"Log success and track agent statistics","type":"n8n-nodes-base.code","position":[704,544],"parameters":{"mode":"runOnceForEachItem","jsCode":"// Log successful AI agent interaction and track statistics\nconst timestamp = new Date().toISOString();\nconst report = $input.item.json;\n\nconsole.log(`✅ AI AGENT SUCCESS: Ticket ${report.ticketId} | Intent: ${report.intent} | Customer: ${report.customerEmail} | Escalated: ${report.requiresEscalation} | Time: ${timestamp}`);\n\n// Cumulative statistics\nconst stats = $getWorkflowStaticData('global').agentStats || {\n totalTickets: 0,\n byIntent: {},\n refundsProcessed: 0,\n stockAlertsTriggered: 0,\n escalations: 0,\n lastProcessed: null\n};\n\nstats.totalTickets++;\nstats.byIntent[report.intent] = (stats.byIntent[report.intent] || 0) + 1;\nif (report.actionRequired === 'PROCESS_REFUND') stats.refundsProcessed++;\nif (report.actionRequired === 'SEND_STOCK_ALERT') stats.stockAlertsTriggered++;\nif (report.requiresEscalation) stats.escalations++;\nstats.lastProcessed = timestamp;\n\n$getWorkflowStaticData('global').agentStats = stats;\n\nreturn {\n json: {\n success: true,\n ticketId: report.ticketId,\n intent: report.intent,\n customerEmail: report.customerEmail,\n actionTaken: report.actionRequired || 'RESPONSE_SENT',\n escalated: report.requiresEscalation,\n timestamp,\n cumulativeStats: stats\n }\n};"},"typeVersion":2},{"id":"80ffd0b8-6c83-4cc0-afe3-3b9b37054f80","name":"Send immediate webhook acknowledgement","type":"n8n-nodes-base.respondToWebhook","position":[480,256],"parameters":{"options":{},"respondWith":"json","responseBody":"={{ JSON.stringify({ success: true, ticket_id: $json.ticketId, message: 'Your request has been received and our AI is processing it. 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