About this recipe
A recipe for Scrape Trustpilot Reviews With Deepseek, Analyze Sentiment With Openai
Recipe Template
{
"id": "w434EiZ2z7klQAyp",
"meta": {
"instanceId": "a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462",
"templateCredsSetupCompleted": true
},
"name": "Scrape Trustpilot Reviews with DeepSeek, Analyze Sentiment with OpenAI",
"tags": [
{
"id": "2VG6RbmUdJ2VZbrj",
"name": "Google Drive",
"createdAt": "2024-12-04T16:50:56.177Z",
"updatedAt": "2024-12-04T16:50:56.177Z"
},
{
"id": "paTcf5QZDJsC2vKY",
"name": "OpenAI",
"createdAt": "2024-12-04T16:52:10.768Z",
"updatedAt": "2024-12-04T16:52:10.768Z"
}
],
"nodes": [
{
"id": "095a8e10-1630-4a1a-b6c9-7950ae1ed803",
"name": "Split Out",
"type": "n8n-nodes-base.splitOut",
"position": [
320,
-380
],
"parameters": {
"options": [],
"fieldToSplitOut": "recensioni"
},
"typeVersion": 1
},
{
"id": "6ff4dd9d-eedd-4d84-b13a-b3c0db717409",
"name": "Information Extractor",
"type": "@n8n\/n8n-nodes-langchain.informationExtractor",
"position": [
-440,
140
],
"parameters": {
"text": "=You need to extract the review from the following HTML: {{ $json.recensione }}",
"options": {
"systemPromptTemplate": "You are a review expert. You need to extract only the required information and report it without changing anything.\nAll the required information is in the text."
},
"attributes": {
"attributes": [
{
"name": "autore",
"required": true,
"description": "Extract the name of the review author"
},
{
"name": "valutazione",
"type": "number",
"required": true,
"description": "Extract the rating given to the review (from 1 to 5)"
},
{
"name": "data",
"required": true,
"description": "Extract review date in YYYY-MM-DD format"
},
{
"name": "titolo",
"required": true,
"description": "Extract the review title"
},
{
"name": "testo",
"required": true,
"description": "Extract the review text"
},
{
"name": "n_recensioni",
"type": "number",
"required": true,
"description": "Extract the total number of reviews made by the user"
},
{
"name": "nazione",
"required": true,
"description": "Extract the country of the user who wrote the review. Must be two characters"
}
]
}
},
"typeVersion": 1
},
{
"id": "0036f3b1-4832-4a35-8694-0893475a4119",
"name": "If",
"type": "n8n-nodes-base.if",
"position": [
60,
-100
],
"parameters": {
"options": [],
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "ab666549-4eec-40e2-a702-0575c094a2d4",
"operator": {
"type": "string",
"operation": "empty",
"singleValue": true
},
"leftValue": "={{ $json.Valutazione }}",
"rightValue": "={{ $('Split Out').item.json.recensioni.replace('\/reviews\/','') }}"
}
]
},
"looseTypeValidation": true
},
"executeOnce": false,
"typeVersion": 2.2
},
{
"id": "5423b55d-eb6c-41c6-9b26-410e3c92b85d",
"name": "When clicking \u2018Test workflow\u2019",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-700,
-380
],
"parameters": [],
"typeVersion": 1
},
{
"id": "506cdaa1-e0ba-4f29-b137-69d321b13c94",
"name": "Limit1",
"type": "n8n-nodes-base.limit",
"position": [
540,
-380
],
"parameters": {
"maxItems": 3
},
"typeVersion": 1
},
{
"id": "40f1e30d-8aed-4995-b4e4-2239248bd6e7",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-460,
-480
],
"parameters": {
"width": 212.25249169435213,
"height": 245.55481727574733,
"content": "Change to the name of the company registered on Trustpilot and the maximum number of pages to scrape"
},
"typeVersion": 1
},
{
"id": "e6d2fec1-7255-4270-86b4-6d6f39f44ccb",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-460,
80
],
"parameters": {
"width": 381,
"height": 177,
"content": "Extract all information with DeepSeek (remember to change base_url with https:\/\/api.deepseek.com\/v1)"
},
"typeVersion": 1
},
{
"id": "af5e962c-4faf-41cc-a8b8-2fbb145b7af6",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-240,
-160
],
"parameters": {
"width": 501.28903654485043,
"height": 195.84053156146172,
"content": "Check if the review has already been saved to Google Drive"
},
"typeVersion": 1
},
{
"id": "400dff0c-8b2e-4fe2-933e-1f4d14624ca1",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
40,
80
],
"parameters": {
"width": 301.27574750830576,
"height": 177.34219269102988,
"content": "Analyze review sentiment"
},
"typeVersion": 1
},
{
"id": "52757ade-4206-40f9-bf4f-c3aefb004d2e",
"name": "Set Parameters",
"type": "n8n-nodes-base.set",
"position": [
-440,
-380
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "556e201d-242a-4c0e-bc13-787c2b60f800",
"name": "company_id",
"type": "string",
"value": "COMPANY"
},
{
"id": "a1f239df-df08-41d8-8b78-d6502266a581",
"name": "max_page",
"type": "number",
"value": 2
}
]
}
},
"typeVersion": 3.4
},
{
"id": "cd7e9d36-7ecd-4d9c-b552-8f46b0cfcc03",
"name": "Get reviews",
"type": "n8n-nodes-base.httpRequest",
"position": [
-200,
-380
],
"parameters": {
"url": "=https:\/\/it.trustpilot.com\/review\/{{ $json.company_id }}",
"options": {
"pagination": {
"pagination": {
"parameters": {
"parameters": [
{
"name": "page",
"value": "={{ $pageCount + 1 }}"
}
]
},
"maxRequests": "={{ $json.max_page }}",
"requestInterval": 5000,
"limitPagesFetched": true
}
}
},
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "sort",
"value": "recency"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "476ff7b6-ab30-4674-a7fe-b032128ee51a",
"name": "Extract",
"type": "n8n-nodes-base.html",
"position": [
60,
-380
],
"parameters": {
"options": [],
"operation": "extractHtmlContent",
"extractionValues": {
"values": [
{
"key": "recensioni",
"attribute": "href",
"cssSelector": "article section a",
"returnArray": true,
"returnValue": "attribute"
}
]
}
},
"typeVersion": 1.2
},
{
"id": "a2a35455-7d3e-4c4c-aa66-6cbbd48d867a",
"name": "Get rows",
"type": "n8n-nodes-base.googleSheets",
"position": [
-200,
-100
],
"parameters": {
"options": [],
"filtersUI": {
"values": [
{
"lookupValue": "={{ $('Split Out').item.json.recensioni.replace('\/reviews\/','') }}",
"lookupColumn": "Id"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Foglio1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1QZhQqg79-HVBQh8Y2ihMq67UIYIRrJFKLQalcFvtDaY",
"cachedResultUrl": "",
"cachedResultName": "Trustpilot Review"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "JYR6a64Qecd6t8Hb",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "2d507fe6-a4fc-42ff-97ff-dfd552c651ab",
"name": "Get Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
-440,
-100
],
"parameters": {
"columns": {
"value": {
"Id": "={{ $('Split Out').item.json.recensioni.replace('\/reviews\/','') }}"
},
"schema": [
{
"id": "Id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Data",
"type": "string",
"display": true,
"required": false,
"displayName": "Data",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Nome",
"type": "string",
"display": true,
"required": false,
"displayName": "Nome",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Titolo",
"type": "string",
"display": true,
"required": false,
"displayName": "Titolo",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Testo",
"type": "string",
"display": true,
"required": false,
"displayName": "Testo",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Localit\u00e0",
"type": "string",
"display": true,
"required": false,
"displayName": "Localit\u00e0",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "N. Recensioni",
"type": "string",
"display": true,
"required": false,
"displayName": "N. Recensioni",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Valutazione",
"type": "string",
"display": true,
"required": false,
"displayName": "Valutazione",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Sentiment",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Sentiment",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": [],
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Foglio1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1QZhQqg79-HVBQh8Y2ihMq67UIYIRrJFKLQalcFvtDaY",
"cachedResultUrl": "",
"cachedResultName": "Trustpilot Reviews"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "JYR6a64Qecd6t8Hb",
"name": "Google Sheets account"
}
},
"executeOnce": false,
"typeVersion": 4.5
},
{
"id": "0a1fab6e-96b7-403b-884e-f67be6e23fa5",
"name": "Get Single review",
"type": "n8n-nodes-base.httpRequest",
"position": [
320,
-120
],
"parameters": {
"url": "=https:\/\/it.trustpilot.com{{ $('Split Out').item.json.recensioni }}",
"options": []
},
"typeVersion": 4.2,
"alwaysOutputData": false
},
{
"id": "7d322d76-1032-405a-9d46-2958761a184d",
"name": "Extract review",
"type": "n8n-nodes-base.html",
"position": [
540,
-120
],
"parameters": {
"options": [],
"operation": "extractHtmlContent",
"extractionValues": {
"values": [
{
"key": "recensione",
"cssSelector": "article",
"returnArray": true
}
]
}
},
"typeVersion": 1.2
},
{
"id": "952484e5-8e87-4eb3-99a6-5bf26c701ba8",
"name": "Update sheet",
"type": "n8n-nodes-base.googleSheets",
"position": [
520,
120
],
"parameters": {
"columns": {
"value": {
"Id": "={{ $('Split Out').item.json.recensioni.replace('\/reviews\/','') }}",
"URL": "=https:\/\/it.trustpilot.com{{ $('Split Out').item.json.recensioni }}",
"Data": "={{ $('Information Extractor').item.json.output.data }}",
"Nome": "={{ $json.output.autore }}",
"Testo": "={{ $('Information Extractor').item.json.output.testo }}",
"Titolo": "={{ $('Information Extractor').item.json.output.titolo }}",
"Localit\u00e0": "={{ $('Information Extractor').item.json.output.nazione }}",
"Sentiment": "={{ $json.sentimentAnalysis.category }}",
"Valutazione": "={{ $('Information Extractor').item.json.output.valutazione }}",
"N. Recensioni": "={{ $('Information Extractor').item.json.output.n_recensioni }}"
},
"schema": [
{
"id": "Id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Data",
"type": "string",
"display": true,
"required": false,
"displayName": "Data",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Nome",
"type": "string",
"display": true,
"required": false,
"displayName": "Nome",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Titolo",
"type": "string",
"display": true,
"required": false,
"displayName": "Titolo",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Testo",
"type": "string",
"display": true,
"required": false,
"displayName": "Testo",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Localit\u00e0",
"type": "string",
"display": true,
"required": false,
"displayName": "Localit\u00e0",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "N. Recensioni",
"type": "string",
"display": true,
"required": false,
"displayName": "N. Recensioni",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Valutazione",
"type": "string",
"display": true,
"required": false,
"displayName": "Valutazione",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Sentiment",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "Sentiment",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": [],
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "",
"cachedResultName": "Foglio1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1QZhQqg79-HVBQh8Y2ihMq67UIYIRrJFKLQalcFvtDaY",
"cachedResultUrl": "",
"cachedResultName": "Trustpilot Reviews"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "JYR6a64Qecd6t8Hb",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "eb853885-816d-4df7-b5ac-900fa89d3df9",
"name": "Sentiment Analysis",
"type": "@n8n\/n8n-nodes-langchain.sentimentAnalysis",
"position": [
60,
140
],
"parameters": {
"options": {
"categories": "Positive, Neutral, Negative",
"systemPromptTemplate": "You are highly intelligent and accurate sentiment analyzer. Analyze the sentiment of the provided text. Categorize it into one of the following: {categories}. Use the provided formatting instructions. Only output the JSON."
},
"inputText": "={{ $json.output.testo }}"
},
"typeVersion": 1
},
{
"id": "79f1b9ea-6297-4735-9c0f-9f28dd65efa0",
"name": "DeepSeek Chat Model",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-460,
320
],
"parameters": {
"model": "deepseek-reasoner",
"options": {
"baseURL": "https:\/\/api.deepseek.com\/v1"
}
},
"credentials": {
"openAiApi": {
"id": "97Cz4cqyiy1RdcQL",
"name": "DeepSeek"
}
},
"typeVersion": 1
},
{
"id": "159cc88e-1dd3-4bba-a3c8-59a9aad14c88",
"name": "OpenAI Chat Model",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
40,
320
],
"parameters": {
"options": []
},
"credentials": {
"openAiApi": {
"id": "CDX6QM4gLYanh0P4",
"name": "OpenAi account"
}
},
"typeVersion": 1.1
}
],
"active": false,
"pinData": [],
"settings": {
"executionOrder": "v1"
},
"versionId": "43c8ee74-159c-4217-9cb4-554c63a3b183",
"connections": {
"If": {
"main": [
[
{
"node": "Get Single review",
"type": "main",
"index": 0
}
]
]
},
"Limit1": {
"main": [
[
{
"node": "Get Google Sheets",
"type": "main",
"index": 0
}
]
]
},
"Extract": {
"main": [
[
{
"node": "Split Out",
"type": "main",
"index": 0
}
]
]
},
"Get rows": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
]
]
},
"Split Out": {
"main": [
[
{
"node": "Limit1",
"type": "main",
"index": 0
}
]
]
},
"Get reviews": {
"main": [
[
{
"node": "Extract",
"type": "main",
"index": 0
}
]
]
},
"Extract review": {
"main": [
[
{
"node": "Information Extractor",
"type": "main",
"index": 0
}
]
]
},
"Set Parameters": {
"main": [
[
{
"node": "Get reviews",
"type": "main",
"index": 0
}
]
]
},
"Get Google Sheets": {
"main": [
[
{
"node": "Get rows",
"type": "main",
"index": 0
}
]
]
},
"Get Single review": {
"main": [
[
{
"node": "Extract review",
"type": "main",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "Sentiment Analysis",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Sentiment Analysis": {
"main": [
[
{
"node": "Update sheet",
"type": "main",
"index": 0
}
],
[
{
"node": "Update sheet",
"type": "main",
"index": 0
}
],
[
{
"node": "Update sheet",
"type": "main",
"index": 0
}
]
]
},
"DeepSeek Chat Model": {
"ai_languageModel": [
[
{
"node": "Information Extractor",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Information Extractor": {
"main": [
[
{
"node": "Sentiment Analysis",
"type": "main",
"index": 0
}
]
]
},
"When clicking \u2018Test workflow\u2019": {
"main": [
[
{
"node": "Set Parameters",
"type": "main",
"index": 0
}
]
]
}
}
}How to Use an n8n Template
1
Create a New Workflow
Click "New Workflow" in your n8n dashboard to get started.
2
Copy & Paste Template
First, copy this template:
Click here to copy the JSON
.
Then, in n8n, click the three dots (···) → "Import from file" and paste the JSON code.
3
Customize the Nodes
Go through each node in the workflow to update inputs like spreadsheet IDs, email addresses, or message content. Adjust field mappings to match your data.
4
Grant Access
For nodes that connect to external apps (like Google Sheets or Slack), you'll need to grant access. Connect your accounts using OAuth or an API key and save the credentials in the node.
5
Test It
Run the workflow by clicking "Execute Node" for each step or "Run Once" for the whole thing. Check the right sidebar to inspect data and debug any errors (they'll show up in red).
6
Activate Workflow
Once everything works as expected, click the "Activate" toggle to turn your workflow on. You're all set!