Rahul Joshi This workflow corresponds to n8n.io template #5069 — we link there as the canonical source.
This workflow follows the Agent → Chainllm recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"id": "Bo012Ve1xjb2UvGz",
"name": "LinkedIn Profile Scraping & Structured Data Extraction with PhantomBuster & GPT-4",
"tags": [],
"nodes": [
{
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"name": "Azure OpenAI Chat Model",
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{
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"notes": "\\n\\n should break line ",
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{
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{
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{
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{
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{
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"name": "Extract URL from Output using GPT-4",
"type": "@n8n/n8n-nodes-langchain.agent",
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"parameters": {},
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{
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"name": "GET LinkedIn Data from URL",
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"parameters": {},
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{
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"name": "Create Personalised Messages using a Template",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
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"parameters": {},
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{
"id": "05f7e20a-12b8-42c5-aff4-d32cb1e8308f",
"name": "Update Personalised Messages to Spreadsheet",
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"parameters": {},
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{
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"name": "Delete Temp URL Storage",
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{
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"name": "Sticky Note",
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"parameters": {
"content": ""
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],
"active": false,
"settings": {
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},
"versionId": "a86b07af-af87-4d02-8ee3-cc4399fecdee",
"connections": {
"Wait": {
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{
"node": "GET from Phantombuster API",
"type": "main",
"index": 0
}
]
]
},
"Schedule Trigger": {
"main": [
[
{
"node": "Fetch URL from Spreadsheet",
"type": "main",
"index": 0
}
]
]
},
"Temp URL Storage": {
"main": [
[
{
"node": "POST to Phantombuster API",
"type": "main",
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}
]
]
},
"Azure OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "Extract URL from Output using GPT-4",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Azure OpenAI Chat Model1": {
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[
{
"node": "Create Personalised Messages using a Template",
"type": "ai_languageModel",
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}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Extract URL from Output using GPT-4",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"POST to Phantombuster API": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Structured Output Parser1": {
"ai_outputParser": [
[
{
"node": "Create Personalised Messages using a Template",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Fetch URL from Spreadsheet": {
"main": [
[
{
"node": "Temp URL Storage",
"type": "main",
"index": 0
}
]
]
},
"GET LinkedIn Data from URL": {
"main": [
[
{
"node": "Create Personalised Messages using a Template",
"type": "main",
"index": 0
}
]
]
},
"GET from Phantombuster API": {
"main": [
[
{
"node": "Extract URL from Output using GPT-4",
"type": "main",
"index": 0
}
]
]
},
"Extract URL from Output using GPT-4": {
"main": [
[
{
"node": "GET LinkedIn Data from URL",
"type": "main",
"index": 0
}
]
]
},
"Update Personalised Messages to Spreadsheet": {
"main": [
[
{
"node": "Delete Temp URL Storage",
"type": "main",
"index": 0
}
]
]
},
"Create Personalised Messages using a Template": {
"main": [
[
{
"node": "Update Personalised Messages to Spreadsheet",
"type": "main",
"index": 0
}
]
]
}
}
}
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About this workflow
Description
Source: https://n8n.io/workflows/5069/ — original creator credit. Request a take-down →
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