分页抓取 Airbnb 房源并存储到 Google Sheets
高级
这是一个Market Research领域的自动化工作流，包含 18 个节点。主要使用 If, Set, Code, Merge, McpClient 等节点。 分页抓取 Airbnb 房源并存储到 Google Sheets
前置要求
- •Google Sheets API 凭证
分类
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"meta": {
"instanceId": "7888501fe66f93847229a4fe1e4efd9754bf14b1b98634200b2ff2090b5002a3"
},
"nodes": [
{
"id": "d20ec65c-efb5-46fc-b6b9-82450f3818c8",
"name": "格式化数据",
"type": "n8n-nodes-base.code",
"position": [
1820,
80
],
"parameters": {
"jsCode": "return items.map(item => {\n const raw = item.json?.result?.content?.[0]?.text;\n\n if (!raw) {\n return { json: { error: \"No raw content\", original: item.json } };\n }\n\n let data;\n try {\n data = typeof raw === \"string\" ? JSON.parse(raw) : raw;\n } catch (e) {\n return { json: { error: \"Invalid JSON\", original: raw } };\n }\n\n if (!data || typeof data !== 'object') {\n return { json: { error: \"Parsed data invalid\", original: raw } };\n }\n\n const listingUrl = data.listingUrl || \"\";\n const idMatch = listingUrl.match(/\\/rooms\\/(\\d+)/);\n const id = idMatch ? idMatch[1] : null;\n\n const sections = Array.isArray(data.details) ? data.details : [];\n\n let lat = null;\n let lng = null;\n let houseRules = null;\n let highlights = null;\n let description = null;\n let amenities = null;\n\n sections.forEach(section => {\n switch (section.id) {\n case \"LOCATION_DEFAULT\":\n lat = section.lat || null;\n lng = section.lng || null;\n break;\n case \"POLICIES_DEFAULT\":\n houseRules = section.houseRulesSections || null;\n break;\n case \"HIGHLIGHTS_DEFAULT\":\n highlights = section.highlights || null;\n break;\n case \"DESCRIPTION_DEFAULT\":\n description = section.htmlDescription?.htmlText || null;\n break;\n case \"AMENITIES_DEFAULT\":\n amenities = section.seeAllAmenitiesGroups || null;\n break;\n }\n });\n\n return {\n json: {\n id: id || \"\",\n listingUrl,\n location: {\n lat,\n lng\n },\n houseRules,\n highlights,\n description,\n amenities\n }\n };\n});\n"
},
"typeVersion": 2
},
{
"id": "93bffd11-f607-4cc6-90e7-e3ea29caf00b",
"name": "清空 Google 表格",
"type": "n8n-nodes-base.googleSheets",
"position": [
2020,
80
],
"parameters": {
"columns": {
"value": {
"id": "={{ $json.id }}",
"amenities": "={{ $json.amenities }}",
"highlights": "={{ $json.highlights }}",
"houseRules": "={{ $json.houseRules }}",
"description": "={{ $json.description }}"
},
"schema": [
{
"id": "id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "id",
"defaultMatch": true,
"canBeUsedToMatch": true
},
{
"id": "name",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "url",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price_per_night",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "price_per_night",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_price",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "total_price",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price_details",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "price_details",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "beds_rooms",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "beds_rooms",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "rating",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "rating",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "reviews",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "badge",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "badge",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "location",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "location",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "houseRules",
"type": "string",
"display": true,
"required": false,
"displayName": "houseRules",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "highlights",
"type": "string",
"display": true,
"required": false,
"displayName": "highlights",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "description",
"type": "string",
"display": true,
"required": false,
"displayName": "description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "amenities",
"type": "string",
"display": true,
"required": false,
"displayName": "amenities",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/15IOJquaQ8CBtFilmFTuW8UFijux10NwSVzStyNJ1MsA/edit#gid=0",
"cachedResultName": "1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "15IOJquaQ8CBtFilmFTuW8UFijux10NwSVzStyNJ1MsA",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/15IOJquaQ8CBtFilmFTuW8UFijux10NwSVzStyNJ1MsA/edit?usp=drivesdk",
"cachedResultName": "airbnb"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "6YhBlgb8cXMN3Ra2",
"name": "Google Sheets account"
}
},
"typeVersion": 4.4
},
{
"id": "a28bf4de-f7e9-446d-9c9e-2abcff994f64",
"name": "更新 Google 表格",
"type": "n8n-nodes-base.googleSheets",
"position": [
1360,
20
],
"parameters": {
"columns": {
"value": {
"id": "={{ $json.id }}",
"url": "={{ $json.url }}",
"name": "={{ $json.name }}",
"badge": "={{ $json.badge }}",
"rating": "={{ $json.rating }}",
"reviews": "={{ $json.reviews }}",
"location": "={{ $json.location }}",
"beds_rooms": "={{ $json.beds_rooms }}",
"total_price": "={{ $json.total_price }}",
"price_details": "={{ $json.price_details }}",
"price_per_night": "={{ $json.price_per_night }}"
},
"schema": [
{
"id": "id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "id",
"defaultMatch": true,
"canBeUsedToMatch": true
},
{
"id": "name",
"type": "string",
"display": true,
"required": false,
"displayName": "name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "url",
"type": "string",
"display": true,
"required": false,
"displayName": "url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price_per_night",
"type": "string",
"display": true,
"required": false,
"displayName": "price_per_night",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_price",
"type": "string",
"display": true,
"required": false,
"displayName": "total_price",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "price_details",
"type": "string",
"display": true,
"required": false,
"displayName": "price_details",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "beds_rooms",
"type": "string",
"display": true,
"required": false,
"displayName": "beds_rooms",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "rating",
"type": "string",
"display": true,
"required": false,
"displayName": "rating",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews",
"type": "string",
"display": true,
"required": false,
"displayName": "reviews",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "badge",
"type": "string",
"display": true,
"required": false,
"displayName": "badge",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "location",
"type": "string",
"display": true,
"required": false,
"displayName": "location",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "houseRules",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "houseRules",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "highlights",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "highlights",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "description",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "amenities",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "amenities",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "append",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/15IOJquaQ8CBtFilmFTuW8UFijux10NwSVzStyNJ1MsA/edit#gid=0",
"cachedResultName": "1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "15IOJquaQ8CBtFilmFTuW8UFijux10NwSVzStyNJ1MsA",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/15IOJquaQ8CBtFilmFTuW8UFijux10NwSVzStyNJ1MsA/edit?usp=drivesdk",
"cachedResultName": "airbnb"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "6YhBlgb8cXMN3Ra2",
"name": "Google Sheets account"
}
},
"typeVersion": 4.4
},
{
"id": "754e76da-7f01-4340-a0f1-a37ee76fa99c",
"name": "获取 Airbnb 房源详情",
"type": "n8n-nodes-mcp.mcpClient",
"position": [
1780,
280
],
"parameters": {
"toolName": "airbnb_listing_details",
"operation": "executeTool",
"toolParameters": "={\n \"id\": \"{{$json.id}}\"\n}"
},
"credentials": {
"mcpClientApi": {
"id": "iom05T49p5W1Mvkz",
"name": "Airbnb List"
}
},
"typeVersion": 1
},
{
"id": "53ade6ca-9334-4aff-8d31-9585d7f033f8",
"name": "编辑字段",
"type": "n8n-nodes-base.set",
"position": [
1360,
220
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "91c16694-0fae-470d-84e2-26f778a81b47",
"name": "id",
"type": "string",
"value": "={{ $json.id }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "f91c2319-b797-4477-826f-e2c50e3f4eaf",
"name": "遍历项目",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1580,
220
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "c43b9dd6-cccd-42d5-af16-a3a8af5ccedf",
"name": "当点击\"执行工作流\"时",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-100,
80
],
"parameters": {},
"typeVersion": 1
},
{
"id": "9ff06c0b-7e64-41bf-91ff-33ea611ceed8",
"name": "最终结果",
"type": "n8n-nodes-base.code",
"position": [
980,
220
],
"parameters": {
"jsCode": "// 👉 Final Results - chỉ trả về kết quả tổng hợp\nconst finalData = $input.first().json;\n\nreturn [{\n json: {\n total_listings: finalData.all_listings.length,\n pages_processed: finalData.loopCount,\n listings: finalData.all_listings,\n summary: {\n total_properties: finalData.all_listings.length,\n pages_fetched: finalData.loopCount,\n search_completed: true,\n location: \"Da Nang\",\n checkin: \"2025-07-14\",\n checkout: \"2025-08-17\",\n adults: 2,\n children: 1\n }\n }\n}];\n"
},
"typeVersion": 2
},
{
"id": "f376519c-53e2-49f7-ae36-a36a5362da76",
"name": "解析房源数据2",
"type": "n8n-nodes-base.code",
"position": [
540,
80
],
"parameters": {
"jsCode": "const items = $input.all();\n\n// 👉 Tìm item chứa kết quả tìm kiếm\nconst searchItem = items.find(i => i.json?.result?.content?.[0]?.text || i.json?.content?.[0]?.text);\nconst rawText = searchItem?.json?.result?.content?.[0]?.text || searchItem?.json?.content?.[0]?.text;\nconst parsed = JSON.parse(rawText || \"{}\");\n\nconst listings = parsed.searchResults || [];\nconst nextCursor = parsed.paginationInfo?.nextPageCursor || null;\n\n// 👉 Lấy loopCount hiện tại và all_listings từ context\nconst loopItem = items.find(i => typeof i.json?.loopCount !== \"undefined\");\nconst currentLoop = loopItem?.json?.loopCount || 0;\nconst nextLoop = currentLoop + 1;\nconst allListings = loopItem?.json?.all_listings || [];\n\nconst processedListings = listings.map((item) => {\n const name = item.demandStayListing?.description?.name?.localizedStringWithTranslationPreference || null;\n const primaryLine = item.structuredContent?.primaryLine || \"\";\n const totalPrice = item.structuredDisplayPrice?.secondaryLine?.accessibilityLabel || null;\n const pricePerNight = item.structuredDisplayPrice?.primaryLine?.accessibilityLabel || null;\n const priceDetails = item.structuredDisplayPrice?.explanationData?.priceDetails || null;\n const ratingText = item.avgRatingA11yLabel || \"\";\n\n const ratingMatch = ratingText.match(/([\\d.]+)\\s+out\\s+of\\s+5/);\n const reviewsMatch = ratingText.match(/(\\d+)\\s*reviews?/);\n\n const badge = item.badges || null;\n const coordinate = item.demandStayListing?.location?.coordinate || {};\n const checkin = item.listingParamOverrides?.checkin || null;\n const checkout = item.listingParamOverrides?.checkout || null;\n const url = item.url || \"\";\n\n const extractBedsRooms = () => {\n if (primaryLine.toLowerCase().includes(\"bed\")) return primaryLine;\n const nameMatchBR = name?.match(/(\\d+)\\s*BR/i);\n if (nameMatchBR) return `${nameMatchBR[1]} bedroom`;\n if (name && /studio/i.test(name)) return \"Studio\";\n if (primaryLine && /studio/i.test(primaryLine)) return \"Studio\";\n return null;\n };\n\n const idMatch = url.match(/\\/rooms\\/(\\d+)/);\n const id = idMatch ? idMatch[1] : null;\n\n return {\n id,\n name,\n beds_rooms: extractBedsRooms(),\n price_per_night: pricePerNight,\n total_price: totalPrice,\n price_details: priceDetails,\n rating: ratingMatch ? parseFloat(ratingMatch[1]) : null,\n reviews: reviewsMatch ? parseInt(reviewsMatch[1]) : null,\n location: {\n lat: coordinate.latitude || null,\n lng: coordinate.longitude || null\n },\n badge,\n checkin,\n checkout,\n url,\n page: nextLoop,\n isMeta: false\n };\n});\n\n// 👉 Gộp listings mới vào mảng tổng\nconst updatedAllListings = [...allListings, ...processedListings];\n\n// 👉 Tạo 1 item metadata duy nhất với all_listings\nconst meta = {\n loopCount: nextLoop,\n cursor: nextCursor,\n all_listings: updatedAllListings,\n current_page_count: processedListings.length,\n total_count: updatedAllListings.length,\n isMeta: true\n};\n\n// 👉 Chỉ trả về metadata\nreturn [{ json: meta }];\n"
},
"typeVersion": 2
},
{
"id": "ea1afd06-a60b-4fde-a0c2-c51ba0a37541",
"name": "条件判断1",
"type": "n8n-nodes-base.if",
"position": [
760,
160
],
"parameters": {
"options": {
"ignoreCase": false
},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "eb75b423-43fb-422e-8fa4-1a3936e85e01",
"operator": {
"type": "number",
"operation": "lt"
},
"leftValue": "={{$json.loopCount}}",
"rightValue": 2
},
{
"id": "2c50f2f8-b604-4c0d-bc19-aedf57ce4f7e",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.cursor }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "37240da6-ff3b-4c5e-8a7c-883b757db638",
"name": "初始设置1",
"type": "n8n-nodes-base.set",
"position": [
120,
180
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "d500ae4c-eeb1-49e6-84d3-90d854a7c5a2",
"name": "loopCount",
"type": "number",
"value": "={{$json.loopCount || 0}}"
},
{
"id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
"name": "cursor",
"type": "string",
"value": "={{$json.cursor || ''}}"
},
{
"id": "b2c3d4e5-f6g7-8901-bcde-f23456789012",
"name": "all_listings",
"type": "array",
"value": "={{$json.all_listings || []}}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "ec20bda7-eaa1-4a34-bde5-dd46f0f21a41",
"name": "合并5",
"type": "n8n-nodes-base.merge",
"position": [
320,
80
],
"parameters": {
"mode": "combine",
"options": {},
"combineBy": "combineByPosition"
},
"typeVersion": 3.2
},
{
"id": "c169b045-d48f-4ef1-a755-cd2a7b984143",
"name": "代码2",
"type": "n8n-nodes-base.code",
"position": [
1160,
220
],
"parameters": {
"jsCode": "const items = $input.all();\nconst allData = items[0]?.json || {};\n\n// Trường hợp data là mảng nằm trong 1 key nào đó, ví dụ \"results\"\nconst listings = allData.results || allData.listings || []; // tùy thuộc vào cấu trúc cụ thể\n\nreturn listings.map(item => {\n const {\n id,\n name,\n beds_rooms,\n price_per_night,\n total_price,\n price_details,\n rating,\n reviews,\n location,\n badge,\n checkin,\n checkout,\n url\n } = item;\n\n return {\n json: {\n id,\n name,\n beds_rooms,\n price_per_night,\n total_price,\n price_details,\n rating,\n reviews,\n location,\n badge,\n checkin,\n checkout,\n url\n }\n };\n});\n"
},
"typeVersion": 2
},
{
"id": "46f64ae5-980c-4905-98e8-79c3cfcce9d2",
"name": "Airbnb 搜索",
"type": "n8n-nodes-mcp.mcpClient",
"position": [
120,
-20
],
"parameters": {
"toolName": "airbnb_search",
"operation": "executeTool",
"toolParameters": "={\n \"location\": \"London\",\n \"adults\": 7,\n \"children\": 1,\n \"checkin\": \"2025-08-14\",\n \"checkout\": \"2025-08-17\",\n \"cursor\": \"{{ $json.cursor || '' }}\"\n}"
},
"credentials": {
"mcpClientApi": {
"id": "iom05T49p5W1Mvkz",
"name": "Airbnb List"
}
},
"typeVersion": 1
},
{
"id": "69be2f2d-0af2-477e-a8d5-3d22bd8eade2",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
20,
-220
],
"parameters": {
"color": 5,
"width": 1080,
"height": 740,
"content": "## Airbnb 搜索流程 - 描述与说明"
},
"typeVersion": 1
},
{
"id": "a9ff2075-c4f4-43af-92b8-bd92f055a4dd",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
1120,
-220
],
"parameters": {
"width": 1080,
"height": 740,
"content": "此 n8n 工作流以循环结构处理 Airbnb 房源数据。流程如下："
},
"typeVersion": 1
},
{
"id": "79825fe8-9af2-4fba-8fb4-8ba761140fbd",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-820,
-220
],
"parameters": {
"color": 4,
"width": 680,
"height": 740,
"content": "# 设置步骤"
},
"typeVersion": 1
},
{
"id": "9e6487df-aeb5-47ca-beca-f2c8d0be6255",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-820,
-600
],
"parameters": {
"color": 3,
"width": 3020,
"height": 360,
"content": "# 描述"
},
"typeVersion": 1
}
],
"pinData": {},
"connections": {
"If1": {
"main": [
[
{
"node": "Initial Set1",
"type": "main",
"index": 0
},
{
"node": "Airbnb Search",
"type": "main",
"index": 0
}
],
[
{
"node": "Final Results",
"type": "main",
"index": 0
}
]
]
},
"Code2": {
"main": [
[
{
"node": "Update Google Sheet",
"type": "main",
"index": 0
},
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Merge5": {
"main": [
[
{
"node": "Parse Listing Data2",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Format Data": {
"main": [
[
{
"node": "Clear Google Sheet",
"type": "main",
"index": 0
}
]
]
},
"Initial Set1": {
"main": [
[
{
"node": "Merge5",
"type": "main",
"index": 1
}
]
]
},
"Airbnb Search": {
"main": [
[
{
"node": "Merge5",
"type": "main",
"index": 0
}
]
]
},
"Final Results": {
"main": [
[
{
"node": "Code2",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[
{
"node": "Format Data",
"type": "main",
"index": 0
}
],
[
{
"node": "Get Airbnb Listing Details",
"type": "main",
"index": 0
}
]
]
},
"Parse Listing Data2": {
"main": [
[
{
"node": "If1",
"type": "main",
"index": 0
}
]
]
},
"Get Airbnb Listing Details": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"When clicking ‘Execute workflow’": {
"main": [
[
{
"node": "Airbnb Search",
"type": "main",
"index": 0
},
{
"node": "Initial Set1",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
高级 - 市场调研
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
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