使用 Dumpling AI + GPT-4o + Google Sheets 的 AI 竞争对手评论分析器
中级
这是一个自动化工作流，包含 8 个节点。主要使用 SplitOut, Aggregate, HttpRequest, GoogleSheets, OpenAi 等节点。 基于Dumpling AI + GPT-4o + Google Sheets的AI竞争对手评论分析器
前置要求
- •可能需要目标 API 的认证凭证
- •Google Sheets API 凭证
- •OpenAI API Key
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
{
"id": "HsxXMUjX8ds5GXrV",
"meta": {
"instanceId": "a1ae5c8dc6c65e674f9c3947d083abcc749ef2546dff9f4ff01de4d6a36ebfe6",
"templateCredsSetupCompleted": true
},
"name": "使用 Dumpling AI + GPT-4o + Google Sheets 的 AI 竞争对手评论分析器",
"tags": [],
"nodes": [
{
"id": "73954fe0-97bd-4556-9ea2-8d42bd5c7b3d",
"name": "Google Sheets 触发器 - 新增业务",
"type": "n8n-nodes-base.googleSheetsTrigger",
"position": [
-1320,
-700
],
"parameters": {
"event": "rowAdded",
"options": {},
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1bRDFEMkwJ7BaAC6tO7xGrNFCB2MZKz9pWZAUja-Sels/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1bRDFEMkwJ7BaAC6tO7xGrNFCB2MZKz9pWZAUja-Sels/edit?usp=drivesdk",
"cachedResultName": "Google review"
}
},
"credentials": {
"googleSheetsTriggerOAuth2Api": {
"id": "qDzHSzTkclwDHpSR",
"name": "Google Sheets Trigger account"
}
},
"typeVersion": 1
},
{
"id": "94d2b22c-522e-4a38-afd0-3dcd51f4418c",
"name": "从 Dumpling AI 获取 Google 评论",
"type": "n8n-nodes-base.httpRequest",
"position": [
-1060,
-700
],
"parameters": {
"url": "=https://app.dumplingai.com/api/v1/get-google-reviews",
"method": "=POST",
"options": {},
"jsonBody": "={\n \"keyword\": \"{{ $json['Business name'] }}\",\n \"reviews\": \"20\",\n \"sortBy\": \"newest\",\n \"language\": \"en\",\n \"location\": \"United States\"\n}\n ",
"sendBody": true,
"specifyBody": "json",
"authentication": "genericCredentialType",
"genericAuthType": "httpHeaderAuth"
},
"credentials": {
"httpHeaderAuth": {
"id": "5CBvzXCLjwWzCJRE",
"name": "n8n_integration"
}
},
"typeVersion": 4.2
},
{
"id": "26f0110a-0c92-48d9-a2a9-4e20f0e5699d",
"name": "拆分评论列表",
"type": "n8n-nodes-base.splitOut",
"position": [
-840,
-700
],
"parameters": {
"options": {},
"fieldToSplitOut": "items"
},
"typeVersion": 1
},
{
"id": "e5c5c53b-42e2-4ad1-aeb4-9dd680747a1f",
"name": "聚合评论文本",
"type": "n8n-nodes-base.aggregate",
"position": [
-620,
-700
],
"parameters": {
"options": {},
"fieldsToAggregate": {
"fieldToAggregate": [
{
"fieldToAggregate": "review_text"
}
]
}
},
"typeVersion": 1
},
{
"id": "01bbc579-a368-45cd-b2c5-2204a562a4c7",
"name": "GPT-4o：从评论中提取洞察",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-420,
-700
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4o",
"cachedResultName": "GPT-4O"
},
"options": {},
"messages": {
"values": [
{
"role": "system",
"content": "You are a review analysis assistant"
},
{
"content": "=You are a review analysis assistant. Your task is to read a list of customer reviews about a business and extract two main insights:\n\n1. **Challenges or complaints** people are consistently mentioning \n2. **Things customers love** or speak highly about\n\nPlease analyze the tone, keywords, and patterns in the reviews. Do not just summarize each review. Instead, group similar feedback together and present the top recurring themes.\n\nRespond in this format:\n\n**Top Complaints or Challenges:**\n- [Summarize the most common issues customers have. Include examples if needed.]\n\n**What People Love About This Business:**\n- [Summarize the most common compliments or positive feedback. Include examples if needed.]\n\nHere are the reviews:\n{{ $json.review_text }}"
}
]
}
},
"credentials": {
"openAiApi": {
"id": "fdhWALG84tBLgSZT",
"name": "OpenAi account"
}
},
"typeVersion": 1.8
},
{
"id": "e32aff5b-6ef0-4c2d-9c62-1aa0988a1ecd",
"name": "保存摘要到 Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
-60,
-700
],
"parameters": {
"columns": {
"value": {
"Review text": "={{ $json.message.content }}",
"Business name": "={{ $('Fetch Google Reviews from Dumpling AI').item.json.keyword }}"
},
"schema": [
{
"id": "Business name",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Business name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Review text",
"type": "string",
"display": true,
"required": false,
"displayName": "Review text",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Business name"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1bRDFEMkwJ7BaAC6tO7xGrNFCB2MZKz9pWZAUja-Sels/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1bRDFEMkwJ7BaAC6tO7xGrNFCB2MZKz9pWZAUja-Sels",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1bRDFEMkwJ7BaAC6tO7xGrNFCB2MZKz9pWZAUja-Sels/edit?usp=drivesdk",
"cachedResultName": "Google review"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "GaJqJHuS5mQxap7q",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "b505cba7-6c9f-4b61-814d-3a0bb7d1219e",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
-540,
-1020
],
"parameters": {
"width": 600,
"height": 360,
"content": "### 🔍 AI 分析与表格输出"
},
"typeVersion": 1
},
{
"id": "7b35868d-1d2d-4c4b-a987-610d8868bed8",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1340,
-1020
],
"parameters": {
"color": 3,
"width": 580,
"height": 360,
"content": "### 📥 业务输入与评论收集"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {
"Aggregate Review Text": [
{
"json": {
"review_text": [
"Delicious sausage boards and pretzels. Great atmosphere — especially for a game or large group",
"Quality German food, friendly staff",
"There for gathering, great ambiance, medieval style vibes, especially the tables",
"Fried chicken was oozing oil when I tried to cut it",
"Expensively decent.",
"First time getting the meat platter.. It's exactly what you want from a German restaurant. Plus a side of spaetzle of course.",
"Meh. Pretty overpriced and you’re pretty ignored. Beer good but maybe not worth it. Happy hour not too happy.",
"Excellent food and quality beers, the bartender Carlos very friendly and attentive!",
"Pork shank no longer on menu. Waiter would ask you to surrender your credit card to prevent you from running away without paying. Weird.",
"You’re experiencing Europe in a whole new way right here! The food is great, with flavors that transport you across the Atlantic. They have an impressive selection of beers, both draft and bottled, so there’s something for everyone. The staff is fantastic – friendly, attentive, and really make you feel at home. A must-visit spot if you’re looking for that European vibe!",
"I found this place by accident and I’m so glad I did. The food is AMAZING and the portions are great for the price. They have lunch specials, too, which are also well priced for the amount of food. We got the chicken schnitzel, pretzel, and Spätzle, all to split, plus drinks. The total came out to less than I thought and I’m at the right level of full but not uncomfortable. Adding this to my list of places to come back to.\n\nThe staff was all friendly and willing to make recommendations when asked.",
"Great to watch sports, and perfect for large groups!\nMultiple screens for different games playing. Staff is accommodating to switching games.\nDrinks are bountiful and good portions. Food is decent.\nPerfect for large groups! And doesn't feel super cramped."
]
}
}
],
"Fetch Google Reviews from Dumpling AI": [
{
"json": {
"cid": "7562120435193397286",
"type": "google_reviews",
"items": [
{
"type": "google_reviews_search",
"xpath": null,
"images": null,
"rating": {
"value": 5,
"rating_max": 5,
"rating_type": "Max5",
"votes_count": null
},
"position": "left",
"time_ago": "3 weeks ago",
"review_id": "ChZDSUhNMG9nS0VJQ0FnTURJamFhZkV3EAE",
"timestamp": "2025-04-12 02:23:15 +00:00",
"rank_group": 1,
"review_url": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnTURJamFhZkV3EAE!2m1!1s0x0:0x68f20c78506cc026!3m1!1s2@1:CIHM0ogKEICAgMDIjaafEw%7CCgsIk53nvwYQ6I2XSw%7C?hl=en-US",
"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/109457473948114437861/reviews?hl=en-US",
"review_text": "Delicious sausage boards and pretzels. Great atmosphere — especially for a game or large group",
"owner_answer": null,
"photos_count": 1,
"profile_name": "Lone Stride",
"rank_absolute": 1,
"reviews_count": 142,
"owner_time_ago": null,
"owner_timestamp": null,
"profile_image_url": "https://lh3.googleusercontent.com/a/ACg8ocIoSfHWk16Fs10CUsF3QaYNYU2VpzmaPofR1xjMZ1MO_qfgOg=s64-c-rp-mo-ba4-br100",
"review_highlights": [
{
"feature": "Price per person",
"assessment": "$30–50"
},
{
"feature": "Food",
"assessment": "5"
},
{
"feature": "Service",
"assessment": "5"
},
{
"feature": "Atmosphere",
"assessment": "5"
}
],
"original_review_text": null,
"original_owner_answer": null
},
{
"type": "google_reviews_search",
"xpath": null,
"images": null,
"rating": {
"value": 5,
"rating_max": 5,
"rating_type": "Max5",
"votes_count": null
},
"position": "left",
"time_ago": "4 weeks ago",
"review_id": "ChdDSUhNMG9nS0VJQ0FnTUNJX2JLRG9nRRAB",
"timestamp": "2025-04-04 06:35:17 +00:00",
"rank_group": 2,
"review_url": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnTUNJX2JLRG9nRRAB!2m1!1s0x0:0x68f20c78506cc026!3m1!1s2@1:CIHM0ogKEICAgMCI_bKDogE%7CCgsIpfu9vwYQqNrHcQ%7C?hl=en-US",
"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/112065824844515183111/reviews?hl=en-US",
"review_text": "Quality German food, friendly staff",
"owner_answer": null,
"photos_count": null,
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"reviews_count": 269,
"owner_time_ago": null,
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"profile_image_url": "https://lh3.googleusercontent.com/a-/ALV-UjV6JShJquC8OULNcyk16_BjzrfCy6hlkGG3L5vw1DWs1YemdXxS=s64-c-rp-mo-ba4-br100",
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"original_owner_answer": null
},
{
"type": "google_reviews_search",
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"images": null,
"rating": {
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"rating_max": 5,
"rating_type": "Max5",
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},
"position": "left",
"time_ago": "a month ago",
"review_id": "ChZDSUhNMG9nS0VJQ0FnSURSNzhTOE1BEAE",
"timestamp": "2025-03-30 04:15:08 +00:00",
"rank_group": 3,
"review_url": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSURSNzhTOE1BEAE!2m1!1s0x0:0x68f20c78506cc026!3m1!1s2@1:CIHM0ogKEICAgIDR78S8MA%7CCgsIzIqjvwYQ8LfKEA%7C?hl=en-US",
"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/105961603236208078077/reviews?hl=en-US",
"review_text": null,
"owner_answer": null,
"photos_count": 9,
"profile_name": "Greg Meagher",
"rank_absolute": 3,
"reviews_count": 16,
"owner_time_ago": null,
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"profile_image_url": "https://lh3.googleusercontent.com/a/ACg8ocL7PuJwQWJ65Q7bdtoeSfU6cZYv5GeTILHI1mTMXALj3zvuOdo=s64-c-rp-mo-ba2-br100",
"review_highlights": [
{
"feature": "Service",
"assessment": "Dine in\n5"
},
{
"feature": "Meal type",
"assessment": "Other"
},
{
"feature": "Food",
"assessment": "4"
},
{
"feature": "Atmosphere",
"assessment": "5"
}
],
"original_review_text": null,
"original_owner_answer": null
},
{
"type": "google_reviews_search",
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"images": null,
"rating": {
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"rating_max": 5,
"rating_type": "Max5",
"votes_count": null
},
"position": "left",
"time_ago": "a month ago",
"review_id": "ChdDSUhNMG9nS0VJQ0FnTUR3aU9qN193RRAB",
"timestamp": "2025-03-23 00:49:01 +00:00",
"rank_group": 4,
"review_url": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnTUR3aU9qN193RRAB!2m1!1s0x0:0x68f20c78506cc026!3m1!1s2@1:CIHM0ogKEICAgMDwiOj7_wE%7CCgwI_bT9vgYQ0PX9wgI%7C?hl=en-US",
"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/100530869924006791492/reviews?hl=en-US",
"review_text": null,
"owner_answer": null,
"photos_count": null,
"profile_name": "Ciaron Ireland",
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"reviews_count": 9,
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"profile_image_url": "https://lh3.googleusercontent.com/a-/ALV-UjWhr4b95XNv8YbjM4KX3P-H6RUV-EVFn8Z9Pqsfp5b4Nktw8pl9=s64-c-rp-mo-ba3-br100",
"review_highlights": [
{
"feature": "Service",
"assessment": "Dine in\n5"
},
{
"feature": "Meal type",
"assessment": "Dinner"
},
{
"feature": "Price per person",
"assessment": "$50–100"
},
{
"feature": "Food",
"assessment": "5"
},
{
"feature": "Atmosphere",
"assessment": "4"
}
],
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"original_owner_answer": null
},
{
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"images": null,
"rating": {
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"rating_type": "Max5",
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},
"position": "left",
"time_ago": "a month ago",
"review_id": "ChdDSUhNMG9nS0VJQ0FnTUN3cDktSzR3RRAB",
"timestamp": "2025-03-21 17:35:06 +00:00",
"rank_group": 5,
"review_url": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChdDSUhNMG9nS0VJQ0FnTUN3cDktSzR3RRAB!2m1!1s0x0:0x68f20c78506cc026!3m1!1s2@1:CIHM0ogKEICAgMCwp9-K4wE%7CCgwIysb2vgYQ8LD92AM%7C?hl=en-US",
"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/115901291912151198982/reviews?hl=en-US",
"review_text": "There for gathering, great ambiance, medieval style vibes, especially the tables",
"owner_answer": null,
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"profile_name": "구스만보라",
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"owner_time_ago": null,
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"profile_image_url": "https://lh3.googleusercontent.com/a-/ALV-UjUp2le51xagQoPNZGmNfPsW5OGDq7o-eRKyytnPG2QKlPn3gsBMNA=s64-c-rp-mo-ba4-br100",
"review_highlights": [
{
"feature": "Meal type",
"assessment": "Dinner"
},
{
"feature": "Food",
"assessment": "5"
},
{
"feature": "Service",
"assessment": "5"
},
{
"feature": "Atmosphere",
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}
],
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},
{
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},
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"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/101321122607001875391/reviews?hl=en-US",
"review_text": "Fried chicken was oozing oil when I tried to cut it",
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"profile_name": "Ajay Kumar K",
"rank_absolute": 6,
"reviews_count": 135,
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"profile_image_url": "https://lh3.googleusercontent.com/a-/ALV-UjWpfKPiUiNOlyZ9WNW_lajQClQydWOG_DMKAVTKtVUMKDCNFaJP=s64-c-rp-mo-ba4-br100",
"review_highlights": [
{
"feature": "Service",
"assessment": "Dine in\n5"
},
{
"feature": "Meal type",
"assessment": "Dinner"
},
{
"feature": "Price per person",
"assessment": "$10–20"
},
{
"feature": "Food",
"assessment": "1"
},
{
"feature": "Atmosphere",
"assessment": "5"
}
],
"original_review_text": null,
"original_owner_answer": null
},
{
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"rating_type": "Max5",
"votes_count": null
},
"position": "left",
"time_ago": "a month ago",
"review_id": "ChZDSUhNMG9nS0VJQ0FnTURRaTl2OWRnEAE",
"timestamp": "2025-03-14 07:00:37 +00:00",
"rank_group": 7,
"review_url": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnTURRaTl2OWRnEAE!2m1!1s0x0:0x68f20c78506cc026!3m1!1s2@1:CIHM0ogKEICAgMDQi9v9dg%7CCgwIlajPvgYQwK3KggE%7C?hl=en-US",
"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/102064914246862075490/reviews?hl=en-US",
"review_text": "Expensively decent.",
"owner_answer": null,
"photos_count": null,
"profile_name": "Jake",
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"reviews_count": 19,
"owner_time_ago": null,
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"review_highlights": [
{
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"assessment": "Dine in\n5"
},
{
"feature": "Meal type",
"assessment": "Lunch"
},
{
"feature": "Price per person",
"assessment": "$20–30"
},
{
"feature": "Food",
"assessment": "4"
},
{
"feature": "Atmosphere",
"assessment": "5"
}
],
"original_review_text": null,
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},
{
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"rating": {
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"rating_max": 5,
"rating_type": "Max5",
"votes_count": null
},
"position": "left",
"time_ago": "2 months ago",
"review_id": "ChdDSUhNMG9nS0VJQ0FnTUNncnVLYzRBRRAB",
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"type": "google_reviews_search",
"xpath": null,
"images": null,
"rating": {
"value": 5,
"rating_max": 5,
"rating_type": "Max5",
"votes_count": null
},
"position": "left",
"time_ago": "6 months ago",
"review_id": "ChZDSUhNMG9nS0VJQ0FnSUNYNmJIeU5REAE",
"timestamp": "2024-10-18 06:13:55 +00:00",
"rank_group": 20,
"review_url": "https://www.google.com/maps/reviews/data=!4m8!14m7!1m6!2m5!1sChZDSUhNMG9nS0VJQ0FnSUNYNmJIeU5REAE!2m1!1s0x0:0x68f20c78506cc026!3m1!1s2@1:CIHM0ogKEICAgICX6bHyNQ%7CCgwIo_nHuAYQ8Pa4iQI%7C?hl=en-US",
"local_guide": true,
"profile_url": "https://www.google.com/maps/contrib/117485808379222263389/reviews?hl=en-US",
"review_text": "Great to watch sports, and perfect for large groups!\nMultiple screens for different games playing. Staff is accommodating to switching games.\nDrinks are bountiful and good portions. Food is decent.\nPerfect for large groups! And doesn't feel super cramped.",
"owner_answer": null,
"photos_count": 382,
"profile_name": "Krystal Aranda",
"rank_absolute": 20,
"reviews_count": 114,
"owner_time_ago": null,
"owner_timestamp": null,
"profile_image_url": "https://lh3.googleusercontent.com/a-/ALV-UjXrGQhVdz6Bn2SCSowBy4DIz9y5_ig5JagM2DDr7RDsrYsRbxTOGw=s64-c-rp-mo-ba5-br100",
"review_highlights": [
{
"feature": "Service",
"assessment": "Dine in\n5"
},
{
"feature": "Meal type",
"assessment": "Other"
},
{
"feature": "Price per person",
"assessment": "$10–20"
},
{
"feature": "Food",
"assessment": "4"
},
{
"feature": "Atmosphere",
"assessment": "5"
}
],
"original_review_text": null,
"original_owner_answer": null
}
],
"title": "Schroeder's",
"rating": {
"value": 4.2,
"rating_max": 5,
"rating_type": "Max5",
"votes_count": 1218
},
"keyword": "schroederssf",
"datetime": "2025-05-03 13:12:25 +00:00",
"place_id": "ChIJe0MyoGGAhYARJsBsUHgM8mg",
"check_url": "https://www.google.com/search?q=schroederssf&num=100&sort=newestFirst&hl=en&gl=US&gws_rd=cr&ie=UTF-8&oe=UTF-8&uule=w+CAIQIFISCQs2MuSEtepUEUK33kOSuTsc",
"se_domain": "google.com",
"sub_title": "240 Front St, San Francisco, CA 94111, United States",
"feature_id": "0x80858061a032437b:0x68f20c78506cc026",
"items_count": 20,
"language_code": "en",
"location_code": 2840,
"reviews_count": 1218
}
}
],
"Google Sheets Trigger – New Business Added": [
{
"json": {
"Review text": "",
"Business name": "schroederssf"
}
}
]
},
"settings": {
"executionOrder": "v1"
},
"versionId": "6b5a71b6-4eda-4848-9bcb-2f8f8d857cbf",
"connections": {
"Aggregate Review Text": {
"main": [
[
{
"node": "GPT-4o: Extract Insights from Reviews",
"type": "main",
"index": 0
}
]
]
},
"Split Out Reviews List": {
"main": [
[
{
"node": "Aggregate Review Text",
"type": "main",
"index": 0
}
]
]
},
"Fetch Google Reviews from Dumpling AI": {
"main": [
[
{
"node": "Split Out Reviews List",
"type": "main",
"index": 0
}
]
]
},
"GPT-4o: Extract Insights from Reviews": {
"main": [
[
{
"node": "Save Summary to Google Sheets",
"type": "main",
"index": 0
}
]
]
},
"Google Sheets Trigger – New Business Added": {
"main": [
[
{
"node": "Fetch Google Reviews from Dumpling AI",
"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？
中级
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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