다중 플랫폼 크롤링 및 이메일 보고를 통한 호텔 가격 자동 비교
고급
이것은Market Research분야의자동화 워크플로우로, 19개의 노드를 포함합니다.주로 If, Set, Code, Webhook, EmailSend 등의 노드를 사용하며. 멀티 플랫폼 크롤링 및 이메일 보고를 통한 호텔 가격 비교 자동화
사전 요구사항
- •HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
- •대상 API의 인증 정보가 필요할 수 있음
- •Google Sheets API 인증 정보
카테고리
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"id": "m3rGdoXJdGFTSnT6",
"meta": {
"instanceId": "dd69efaf8212c74ad206700d104739d3329588a6f3f8381a46a481f34c9cc281",
"templateCredsSetupCompleted": true
},
"name": "Automate Hotel Price Comparison with Multi-Platform Scraping and Email Reporting",
"tags": [],
"nodes": [
{
"id": "fa0570b5-623e-4c19-b6de-f47b5e5fd9ac",
"name": "웹훅 - 요청 수신",
"type": "n8n-nodes-base.webhook",
"position": [
-944,
-128
],
"webhookId": "hotel-price-webhook",
"parameters": {
"path": "hotel-price-check",
"options": {},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 1.1
},
{
"id": "cdac9db5-4b10-45e6-940f-4a98ecbe8c4a",
"name": "요청 구문 분석 및 검증",
"type": "n8n-nodes-base.code",
"position": [
-720,
-128
],
"parameters": {
"jsCode": "// Enhanced NLP Parser for Hotel Requests\nconst input = $input.first().json.body;\nconst query = input.message || input.query || input.text || '';\nconst userEmail = input.email || input.user_email || '';\nconst userName = input.name || input.user_name || 'Guest';\n\n// Greeting handler\nconst greetings = ['hi', 'hello', 'hey', 'start', 'help'];\nif (greetings.some(g => query.toLowerCase().includes(g)) && query.split(' ').length < 5) {\n return [{\n json: {\n status: 'greeting',\n response: `Hi ${userName}! 👋 I'm your Hotel Price Assistant.\\n\\nJust tell me:\\n✅ Hotel name\\n✅ City\\n✅ Check-in & check-out dates\\n\\nExample: \"Hilton Hotel in Singapore from 15th March to 18th March\"`,\n userEmail,\n userName\n }\n }];\n}\n\n// Date parsing with multiple formats\nfunction parseDate(text) {\n const monthMap = {\n jan: 0, january: 0, feb: 1, february: 1, mar: 2, march: 2,\n apr: 3, april: 3, may: 4, jun: 5, june: 5,\n jul: 6, july: 6, aug: 7, august: 7, sep: 8, september: 8,\n oct: 9, october: 9, nov: 10, november: 10, dec: 11, december: 11\n };\n\n // Format: \"15th March\" or \"March 15\"\n const dateRegex = /(\\d{1,2})(st|nd|rd|th)?\\s+(jan|january|feb|february|mar|march|apr|april|may|jun|june|jul|july|aug|august|sep|september|oct|october|nov|november|dec|december)|(jan|january|feb|february|mar|march|apr|april|may|jun|june|jul|july|aug|august|sep|september|oct|october|nov|november|dec|december)\\s+(\\d{1,2})(st|nd|rd|th)?/gi;\n \n const matches = [...text.matchAll(dateRegex)];\n const dates = [];\n const currentYear = new Date().getFullYear();\n \n matches.forEach(match => {\n const day = parseInt(match[1] || match[6]);\n const monthStr = (match[3] || match[4]).toLowerCase();\n const month = monthMap[monthStr];\n \n if (day && month !== undefined) {\n dates.push(new Date(currentYear, month, day));\n }\n });\n \n return dates.sort((a, b) => a - b);\n}\n\nconst dates = parseDate(query);\nlet checkInDate = null;\nlet checkOutDate = null;\n\nif (dates.length >= 2) {\n checkInDate = dates[0];\n checkOutDate = dates[1];\n} else if (dates.length === 1) {\n checkInDate = dates[0];\n // Default 3-night stay\n checkOutDate = new Date(checkInDate);\n checkOutDate.setDate(checkOutDate.getDate() + 3);\n}\n\n// Extract city\nconst cityPattern = /\\b(in|at|near)\\s+([a-z\\s]{3,20})(?=\\s+from|\\s+check|,|$)/i;\nconst cityMatch = query.match(cityPattern);\nlet city = cityMatch ? cityMatch[2].trim() : '';\n\n// Common cities fallback\nconst commonCities = ['singapore', 'mumbai', 'delhi', 'bangalore', 'goa', 'london', 'paris', 'dubai', 'new york', 'tokyo', 'bangkok'];\ncity = city || commonCities.find(c => query.toLowerCase().includes(c)) || '';\n\n// Extract hotel name\nlet hotelName = query\n .replace(/from\\s+\\d/gi, '')\n .replace(/to\\s+\\d/gi, '')\n .replace(/check[- ]?in/gi, '')\n .replace(/check[- ]?out/gi, '')\n .replace(/\\d{1,2}(st|nd|rd|th)?\\s+\\w+/gi, '')\n .replace(new RegExp(`\\\\b(in|at|near)\\\\s+${city}\\\\b`, 'gi'), '')\n .replace(/hotel|room|price|want|need|know|please|for|dates?/gi, '')\n .trim();\n\n// Clean hotel name\nhotelName = hotelName.split(/[,.]/).filter(p => p.trim().length > 2)[0]?.trim() || '';\n\n// Validation\nconst errors = [];\nif (!hotelName || hotelName.length < 3) errors.push('hotel name');\nif (!city) errors.push('city');\nif (!checkInDate) errors.push('check-in date');\nif (!checkOutDate) errors.push('check-out date');\n\nif (errors.length > 0) {\n return [{\n json: {\n status: 'missing_info',\n response: `I need more information. Please provide: ${errors.join(', ')}.\\n\\nExample: \"Marriott Hotel in Dubai from 20th December to 23rd December\"`,\n userEmail,\n userName\n }\n }];\n}\n\n// Format dates\nconst formatDate = (date) => {\n const months = ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December'];\n return `${date.getDate()} ${months[date.getMonth()]} ${date.getFullYear()}`;\n};\n\nconst nights = Math.ceil((checkOutDate - checkInDate) / (1000 * 60 * 60 * 24));\n\nreturn [{\n json: {\n status: 'ready',\n hotelName: hotelName.split(' ').map(w => w.charAt(0).toUpperCase() + w.slice(1).toLowerCase()).join(' '),\n city: city.split(' ').map(w => w.charAt(0).toUpperCase() + w.slice(1).toLowerCase()).join(' '),\n checkIn: formatDate(checkInDate),\n checkOut: formatDate(checkOutDate),\n checkInISO: checkInDate.toISOString().split('T')[0],\n checkOutISO: checkOutDate.toISOString().split('T')[0],\n nights,\n userEmail,\n userName,\n originalQuery: query\n }\n}];\n"
},
"typeVersion": 2
},
{
"id": "e6bc8693-f361-4e71-bc5b-3fee26331176",
"name": "준비 상태 확인",
"type": "n8n-nodes-base.if",
"position": [
-496,
-128
],
"parameters": {
"conditions": {
"string": [
{
"value1": "={{$json.status}}",
"value2": "ready"
}
]
}
},
"typeVersion": 1
},
{
"id": "3bfffcf2-29fc-4a34-9aef-d88bebc1291f",
"name": "Booking.com 크롤링",
"type": "n8n-nodes-base.httpRequest",
"position": [
-272,
-416
],
"parameters": {
"url": "https://api.example.com/scrape/booking",
"method": "POST",
"options": {},
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "hotel",
"value": "={{$json.hotelName}}"
},
{
"name": "city",
"value": "={{$json.city}}"
},
{
"name": "checkIn",
"value": "={{$json.checkInISO}}"
},
{
"name": "checkOut",
"value": "={{$json.checkOutISO}}"
},
{
"name": "platform",
"value": "booking"
}
]
}
},
"typeVersion": 4.1,
"continueOnFail": true
},
{
"id": "1fbf0962-d1e2-4b18-9b5f-8ddbbbec6060",
"name": "Agoda 크롤링",
"type": "n8n-nodes-base.httpRequest",
"position": [
-272,
-224
],
"parameters": {
"url": "https://api.example.com/scrape/agoda",
"method": "POST",
"options": {},
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "hotel",
"value": "={{$json.hotelName}}"
},
{
"name": "city",
"value": "={{$json.city}}"
},
{
"name": "checkIn",
"value": "={{$json.checkInISO}}"
},
{
"name": "checkOut",
"value": "={{$json.checkOutISO}}"
},
{
"name": "platform",
"value": "agoda"
}
]
}
},
"typeVersion": 4.1,
"continueOnFail": true
},
{
"id": "9044675b-7dbd-43b1-9dd7-2adc3f176d48",
"name": "Expedia 크롤링",
"type": "n8n-nodes-base.httpRequest",
"position": [
-272,
-32
],
"parameters": {
"url": "https://api.example.com/scrape/expedia",
"method": "POST",
"options": {},
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "hotel",
"value": "={{$json.hotelName}}"
},
{
"name": "city",
"value": "={{$json.city}}"
},
{
"name": "checkIn",
"value": "={{$json.checkInISO}}"
},
{
"name": "checkOut",
"value": "={{$json.checkOutISO}}"
},
{
"name": "platform",
"value": "expedia"
}
]
}
},
"typeVersion": 4.1,
"continueOnFail": true
},
{
"id": "401b0e56-d028-4345-8b4a-0920e6a678f5",
"name": "데이터 집계 및 비교",
"type": "n8n-nodes-base.code",
"position": [
-48,
-224
],
"parameters": {
"jsCode": "// Aggregate and compare prices from all platforms\nconst items = $input.all();\nconst searchData = items[0].json;\n\nconst prices = [];\nconst errors = [];\n\n// Process each platform result\nitems.slice(1).forEach((item, index) => {\n const platforms = ['Booking.com', 'Agoda', 'Expedia'];\n const platform = platforms[index];\n \n if (item.json.error) {\n errors.push(`${platform}: Unable to fetch`);\n } else if (item.json.price) {\n prices.push({\n platform,\n price: parseFloat(item.json.price),\n currency: item.json.currency || 'USD',\n roomType: item.json.roomType || 'Standard Room',\n url: item.json.url || '#',\n availability: item.json.availability !== false\n });\n }\n});\n\n// Sort by price\nprices.sort((a, b) => a.price - b.price);\n\nif (prices.length === 0) {\n return [{\n json: {\n status: 'no_results',\n message: 'Unable to find prices. The hotel might not be available for these dates.',\n errors,\n ...searchData\n }\n }];\n}\n\nconst bestDeal = prices[0];\nconst avgPrice = prices.reduce((sum, p) => sum + p.price, 0) / prices.length;\nconst savings = prices.length > 1 ? prices[prices.length - 1].price - bestDeal.price : 0;\n\nreturn [{\n json: {\n status: 'success',\n ...searchData,\n results: prices,\n bestDeal,\n avgPrice: Math.round(avgPrice),\n savings: Math.round(savings),\n totalResults: prices.length,\n errors\n }\n}];\n"
},
"typeVersion": 2
},
{
"id": "0e569c2e-fd37-4bf8-a80e-385dd6580b10",
"name": "이메일 보고서 형식화",
"type": "n8n-nodes-base.code",
"position": [
176,
-224
],
"parameters": {
"jsCode": "// Format beautiful email with comparison\nconst data = $input.first().json;\n\nif (data.status === 'no_results') {\n return [{\n json: {\n subject: `❌ No Results - ${data.hotelName}, ${data.city}`,\n html: `\n <div style=\"font-family: Arial, sans-serif; max-width: 600px; margin: 0 auto;\">\n <h2>❌ Unable to Find Prices</h2>\n <p>We couldn't find available prices for:</p>\n <div style=\"background: #f5f5f5; padding: 15px; border-radius: 8px;\">\n <strong>${data.hotelName}</strong><br>\n 📍 ${data.city}<br>\n 📅 ${data.checkIn} to ${data.checkOut} (${data.nights} nights)\n </div>\n <p style=\"margin-top: 20px;\">Possible reasons:</p>\n <ul>\n <li>Hotel not available on these dates</li>\n <li>Hotel name might be different on booking platforms</li>\n <li>No rooms available</li>\n </ul>\n <p>Please try:</p>\n <ul>\n <li>Different dates</li>\n <li>Checking the exact hotel name</li>\n <li>Another hotel in ${data.city}</li>\n </ul>\n </div>\n `,\n ...data\n }\n }];\n}\n\nconst { hotelName, city, checkIn, checkOut, nights, results, bestDeal, avgPrice, savings } = data;\n\nconst resultsHtml = results.map((r, i) => `\n <tr style=\"${i === 0 ? 'background: #e8f5e9;' : ''}\">\n <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">\n ${i === 0 ? '🏆 ' : ''}<strong>${r.platform}</strong>\n </td>\n <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">${r.roomType}</td>\n <td style=\"padding: 12px; border-bottom: 1px solid #ddd; text-align: right;\">\n <strong style=\"color: ${i === 0 ? '#2e7d32' : '#333'}; font-size: 18px;\">\n ${r.currency} ${r.price.toLocaleString()}\n </strong>\n </td>\n <td style=\"padding: 12px; border-bottom: 1px solid #ddd; text-align: center;\">\n <a href=\"${r.url}\" style=\"background: #1976d2; color: white; padding: 8px 16px; text-decoration: none; border-radius: 4px; display: inline-block;\">View</a>\n </td>\n </tr>\n`).join('');\n\nconst html = `\n<!DOCTYPE html>\n<html>\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n</head>\n<body style=\"margin: 0; padding: 20px; background: #f5f5f5; font-family: Arial, sans-serif;\">\n <div style=\"max-width: 650px; margin: 0 auto; background: white; border-radius: 12px; overflow: hidden; box-shadow: 0 2px 8px rgba(0,0,0,0.1);\">\n \n <!-- Header -->\n <div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); color: white; padding: 30px; text-align: center;\">\n <h1 style=\"margin: 0; font-size: 28px;\">🏨 Hotel Price Comparison</h1>\n <p style=\"margin: 10px 0 0 0; opacity: 0.9;\">Best deals for your stay</p>\n </div>\n\n <!-- Hotel Info -->\n <div style=\"padding: 25px; background: #f8f9fa;\">\n <h2 style=\"margin: 0 0 15px 0; color: #333;\">${hotelName}</h2>\n <div style=\"color: #666; line-height: 1.8;\">\n <div>📍 <strong>Location:</strong> ${city}</div>\n <div>📅 <strong>Check-in:</strong> ${checkIn}</div>\n <div>📅 <strong>Check-out:</strong> ${checkOut}</div>\n <div>🌙 <strong>Duration:</strong> ${nights} night${nights > 1 ? 's' : ''}</div>\n </div>\n </div>\n\n <!-- Best Deal Highlight -->\n <div style=\"margin: 20px; padding: 20px; background: linear-gradient(135deg, #667eea15 0%, #764ba215 100%); border-radius: 8px; border-left: 4px solid #667eea;\">\n <div style=\"font-size: 14px; color: #667eea; font-weight: bold; margin-bottom: 8px;\">🏆 BEST DEAL FOUND</div>\n <div style=\"font-size: 24px; font-weight: bold; color: #333; margin-bottom: 5px;\">\n ${bestDeal.currency} ${bestDeal.price.toLocaleString()}\n </div>\n <div style=\"color: #666;\">on ${bestDeal.platform} • ${bestDeal.roomType}</div>\n ${savings > 0 ? `<div style=\"margin-top: 10px; color: #2e7d32; font-weight: bold;\">💰 Save ${bestDeal.currency} ${savings.toLocaleString()} compared to highest price!</div>` : ''}\n </div>\n\n <!-- Price Comparison Table -->\n <div style=\"padding: 0 20px 20px 20px;\">\n <h3 style=\"color: #333; margin-bottom: 15px;\">📊 Price Comparison</h3>\n <table style=\"width: 100%; border-collapse: collapse; background: white; border-radius: 8px; overflow: hidden; box-shadow: 0 1px 3px rgba(0,0,0,0.1);\">\n <thead>\n <tr style=\"background: #f5f5f5;\">\n <th style=\"padding: 12px; text-align: left; color: #666; font-weight: 600;\">Platform</th>\n <th style=\"padding: 12px; text-align: left; color: #666; font-weight: 600;\">Room Type</th>\n <th style=\"padding: 12px; text-align: right; color: #666; font-weight: 600;\">Price</th>\n <th style=\"padding: 12px; text-align: center; color: #666; font-weight: 600;\">Action</th>\n </tr>\n </thead>\n <tbody>\n ${resultsHtml}\n </tbody>\n </table>\n \n <div style=\"margin-top: 15px; padding: 15px; background: #f8f9fa; border-radius: 8px; text-align: center; color: #666;\">\n <strong>Average Price:</strong> ${bestDeal.currency} ${avgPrice.toLocaleString()}\n </div>\n </div>\n\n <!-- Footer -->\n <div style=\"padding: 20px; background: #f8f9fa; border-top: 1px solid #e0e0e0; text-align: center; color: #666; font-size: 13px;\">\n <p style=\"margin: 0 0 10px 0;\">✨ Prices are subject to availability and may change.</p>\n <p style=\"margin: 0;\">Happy travels! 🌍</p>\n </div>\n\n </div>\n</body>\n</html>\n`;\n\nreturn [{\n json: {\n subject: `🏨 ${hotelName} - Best Price: ${bestDeal.currency} ${bestDeal.price.toLocaleString()}`,\n html,\n ...data\n }\n}];\n"
},
"typeVersion": 2
},
{
"id": "f1d4a0a7-0441-4609-8e35-0db86378de93",
"name": "이메일 보고서 전송",
"type": "n8n-nodes-base.emailSend",
"position": [
400,
-320
],
"webhookId": "e180876f-05b9-4290-891b-9ce57726fe26",
"parameters": {
"options": {},
"subject": "={{$json.subject}}",
"toEmail": "={{$json.userEmail}}",
"fromEmail": "noreply@hotelassistant.com"
},
"credentials": {
"smtp": {
"id": "G1kyF8cSWTZ4vouN",
"name": "SMTP -test"
}
},
"typeVersion": 2.1
},
{
"id": "3a3a94aa-23f4-4758-9fb7-bac33b35ecca",
"name": "웹훅 응답 (성공)",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
624,
-320
],
"parameters": {
"options": {},
"respondWith": "json",
"responseBody": "={{ {\\n \"success\": true,\\n \"message\": \"Price comparison sent to your email!\",\\n \"hotel\": $json.hotelName,\\n \"bestPrice\": $json.bestDeal.price,\\n \"platform\": $json.bestDeal.platform\\n} }}"
},
"typeVersion": 1
},
{
"id": "1a4fd9f4-b08e-4c7e-9ab5-cc9c0e9cdf7f",
"name": "웹훅 응답 (정보)",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
848,
48
],
"parameters": {
"options": {},
"respondWith": "json",
"responseBody": "={{ {\\n \"success\": false,\\n \"message\": $json.response,\\n \"status\": $json.status\\n} }}"
},
"typeVersion": 1
},
{
"id": "460b6b8d-679e-4876-9f45-b0b6aa432f8e",
"name": "로그 분석",
"type": "n8n-nodes-base.set",
"position": [
400,
-32
],
"parameters": {
"mode": "raw",
"options": {},
"jsonOutput": "={{ {\\n \"timestamp\": $now,\\n \"query\": $json.originalQuery,\\n \"hotel\": $json.hotelName,\\n \"city\": $json.city,\\n \"checkIn\": $json.checkIn,\\n \"checkOut\": $json.checkOut,\\n \"bestPrice\": $json.bestDeal?.price,\\n \"platform\": $json.bestDeal?.platform,\\n \"totalResults\": $json.totalResults,\\n \"userEmail\": $json.userEmail\\n} }}"
},
"typeVersion": 3.2
},
{
"id": "c7984244-c4d7-4343-88d6-422e1f54a06f",
"name": "Google Sheets에 저장",
"type": "n8n-nodes-base.googleSheets",
"position": [
624,
-32
],
"parameters": {
"columns": {
"mappingMode": "autoMapInputData"
},
"options": {},
"operation": "append",
"sheetName": "Analytics",
"documentId": "your-google-sheet-id",
"authentication": "serviceAccount"
},
"credentials": {
"googleApi": {
"id": "ScSS2KxGQULuPtdy",
"name": "Google Sheets- test"
}
},
"typeVersion": 4
},
{
"id": "0de90b41-12aa-4997-96f9-ee90d6b59ebe",
"name": "스티키 노트",
"type": "n8n-nodes-base.stickyNote",
"position": [
-960,
-304
],
"parameters": {
"width": 150,
"height": 352,
"content": "User sends natural language query"
},
"typeVersion": 1
},
{
"id": "4cda970d-9585-43e2-b188-f7662e9ecee2",
"name": "스티키 노트1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-768,
-304
],
"parameters": {
"color": 4,
"width": 192,
"height": 352,
"content": "Extract hotel, city, dates"
},
"typeVersion": 1
},
{
"id": "6ca495c6-d8bd-483d-a79a-8c4b4d8e58ef",
"name": "스티키 노트2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-528,
-304
],
"parameters": {
"color": 3,
"width": 150,
"height": 352,
"content": "Validate all required info"
},
"typeVersion": 1
},
{
"id": "b120b69f-566c-4c91-af14-8ee7171d0288",
"name": "스티키 노트3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-64,
-400
],
"parameters": {
"color": 5,
"width": 150,
"height": 352,
"content": "Compare prices, find best deal"
},
"typeVersion": 1
},
{
"id": "6835fed2-3bed-4591-85b3-7e0ea31c3ec0",
"name": "스티키 노트4",
"type": "n8n-nodes-base.stickyNote",
"position": [
144,
-400
],
"parameters": {
"color": 3,
"width": 150,
"height": 352,
"content": "Create beautiful HTML report"
},
"typeVersion": 1
},
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}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
고급 - 시장 조사
유료인가요?
이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
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저자
Oneclick AI Squad
@oneclick-aiThe AI Squad Initiative is a pioneering effort to build, automate and scale AI-powered workflows using n8n.io. Our mission is to help individuals and businesses integrate AI agents seamlessly into their daily operations from automating tasks and enhancing productivity to creating innovative, intelligent solutions. We design modular, reusable AI workflow templates that empower creators, developers and teams to supercharge their automation with minimal effort and maximum impact.
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