Automatischer Preisvergleich von Hotels durch Multi-Platform-Crawling und E-Mail-Berichte
Dies ist ein Market Research-Bereich Automatisierungsworkflow mit 19 Nodes. Hauptsächlich werden If, Set, Code, Webhook, EmailSend und andere Nodes verwendet. Automatisierung des Hotelpreisvergleichs durch Multi-Platform-Scraping und E-Mail-Berichte
- •HTTP Webhook-Endpunkt (wird von n8n automatisch generiert)
- •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
- •Google Sheets API-Anmeldedaten
Verwendete Nodes (19)
Kategorie
{
"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": "Webhook - Anfrage empfangen",
"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": "Anfrage parsen & validieren",
"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()]} ${date.getFullYear()}`;\n};\n\nconst nights = Math.ceil((checkOutDate - checkInDate) / (1000 * 60 * 60 * 24));\n\nreturn [{\n json: {\n status: 'ready',\n hotelName: hotelName.split(' ').map(w => w.charAt(0).toUpperCase() + w.slice(1).toLowerCase()).join(' '),\n city: city.split(' ').map(w => w.charAt(0).toUpperCase() + w.slice(1).toLowerCase()).join(' '),\n checkIn: formatDate(checkInDate),\n checkOut: formatDate(checkOutDate),\n checkInISO: checkInDate.toISOString().split('T')[0],\n checkOutISO: checkOutDate.toISOString().split('T')[0],\n nights,\n userEmail,\n userName,\n originalQuery: query\n }\n}];\n"
},
"typeVersion": 2
},
{
"id": "e6bc8693-f361-4e71-bc5b-3fee26331176",
"name": "Bereitschaft prüfen",
"type": "n8n-nodes-base.if",
"position": [
-496,
-128
],
"parameters": {
"conditions": {
"string": [
{
"value1": "={{$json.status}}",
"value2": "ready"
}
]
}
},
"typeVersion": 1
},
{
"id": "3bfffcf2-29fc-4a34-9aef-d88bebc1291f",
"name": "Booking.com scrapen",
"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 scrapen",
"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 scrapen",
"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": "Daten aggregieren & vergleichen",
"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": "E-Mail-Bericht formatieren",
"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} ${bestDeal.price.toLocaleString()}`,\n html,\n ...data\n }\n}];\n"
},
"typeVersion": 2
},
{
"id": "f1d4a0a7-0441-4609-8e35-0db86378de93",
"name": "E-Mail-Bericht senden",
"type": "n8n-nodes-base.emailSend",
"position": [
400,
-320
],
"webhookId": "e180876f-05b9-4290-891b-9ce57726fe26",
"parameters": {
"options": {},
"subject": "={{$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": "Webhook Antwort (Erfolg)",
"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": "Webhook Antwort (Info)",
"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": "Analytik protokollieren",
"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": "In Google Sheets speichern",
"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": "Notiz",
"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": "Notiz1",
"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": "Notiz2",
"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": "Notiz3",
"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": "Notiz4",
"type": "n8n-nodes-base.stickyNote",
"position": [
144,
-400
],
"parameters": {
"color": 3,
"width": 150,
"height": 352,
"content": "Create beautiful HTML report"
},
"typeVersion": 1
},
{
"id": "c661889d-6ab1-48ed-8044-f7616aa53999",
"name": "Notiz5",
"type": "n8n-nodes-base.stickyNote",
"position": [
368,
-464
],
"parameters": {
"width": 662,
"height": 656,
"content": "Send response"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "7e3f322c-14e9-4659-a3eb-8265b957e295",
"connections": {
"1fbf0962-d1e2-4b18-9b5f-8ddbbbec6060": {
"main": [
[
{
"node": "401b0e56-d028-4345-8b4a-0920e6a678f5",
"type": "main",
"index": 0
}
]
]
},
"460b6b8d-679e-4876-9f45-b0b6aa432f8e": {
"main": [
[
{
"node": "c7984244-c4d7-4343-88d6-422e1f54a06f",
"type": "main",
"index": 0
}
]
]
},
"e6bc8693-f361-4e71-bc5b-3fee26331176": {
"main": [
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}Wie verwende ich diesen Workflow?
Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.
Für welche Szenarien ist dieser Workflow geeignet?
Experte - Marktforschung
Ist es kostenpflichtig?
Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.
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