This workflow follows the Agent → HTTP Request recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"name": "AI-Powered Personalized Outreach Engine",
"nodes": [
{
"parameters": {},
"id": "t1",
"name": "Start Campaign",
"type": "n8n-nodes-base.manualTrigger",
"typeVersion": 1,
"position": [
-400,
304
]
},
{
"parameters": {
"options": {}
},
"id": "t2",
"name": "Import Lead Database",
"type": "n8n-nodes-base.spreadsheetFile",
"typeVersion": 2,
"position": [
-144,
304
]
},
{
"parameters": {
"jsCode": "// Validate and clean contact data\nconst items = $input.all();\nreturn items.filter(i => i.json.phone && i.json.email);"
},
"id": "t3",
"name": "Validate Contacts",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
112,
304
]
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"conditions": [
{
"leftValue": "={{ $json.cohort }}",
"rightValue": "DFY Automations",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
}
},
{
"conditions": {
"conditions": [
{
"leftValue": "={{ $json.cohort }}",
"rightValue": "$500 AI Agent",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
}
},
{
"conditions": {
"conditions": [
{
"leftValue": "={{ $json.cohort }}",
"rightValue": "Tech Consulting",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
}
}
]
},
"options": {}
},
"id": "t4",
"name": "Route by Cohort",
"type": "n8n-nodes-base.switch",
"typeVersion": 3.2,
"position": [
352,
304
]
},
{
"parameters": {
"method": "POST",
"url": "https://api.firecrawl.dev/v1/scrape",
"sendBody": true,
"bodyParameters": {
"parameters": [
{}
]
},
"options": {}
},
"id": "t5a",
"name": "Scrape Company Website",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
608,
112
]
},
{
"parameters": {
"method": "POST",
"url": "https://api.firecrawl.dev/v1/scrape",
"sendBody": true,
"bodyParameters": {
"parameters": [
{}
]
},
"options": {}
},
"id": "t5b",
"name": "Scrape Company Website1",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
608,
304
]
},
{
"parameters": {
"method": "POST",
"url": "https://api.firecrawl.dev/v1/scrape",
"sendBody": true,
"bodyParameters": {
"parameters": [
{}
]
},
"options": {}
},
"id": "t5c",
"name": "Scrape Company Website2",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
608,
512
]
},
{
"parameters": {
"jsCode": "// Extract key business intelligence\nreturn $input.all();"
},
"id": "t6a",
"name": "Extract Business Intel",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
864,
112
]
},
{
"parameters": {
"jsCode": "// Extract key business intelligence\nreturn $input.all();"
},
"id": "t6b",
"name": "Extract Business Intel1",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
864,
304
]
},
{
"parameters": {
"jsCode": "// Extract key business intelligence\nreturn $input.all();"
},
"id": "t6c",
"name": "Extract Business Intel2",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
864,
512
]
},
{
"parameters": {
"jsCode": "// Build cohort-specific prompt with research data\nreturn $input.all();"
},
"id": "t7",
"name": "Build Personalization Context",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
1104,
304
]
},
{
"parameters": {
"options": {
"systemMessage": "You write personalized cold outreach messages based on real company research."
}
},
"id": "t8",
"name": "AI Agent \u2014 Personalized Message Writer",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2,
"position": [
1360,
304
]
},
{
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "claude-sonnet-4-20250514"
},
"options": {
"maxTokensToSample": 350
}
},
"id": "t8model",
"name": "Claude Sonnet 4",
"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
"typeVersion": 1.3,
"position": [
1360,
528
],
"credentials": {
"anthropicApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"jsCode": "// Quality check: length, tone, banned words\nreturn $input.all();"
},
"id": "t9",
"name": "Message Quality Gate",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
1600,
304
]
},
{
"parameters": {
"jsCode": "// Check recipient timezone for business hours\nreturn $input.all();"
},
"id": "t10",
"name": "Timezone Business Hours Check",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
1856,
304
]
},
{
"parameters": {
"conditions": {
"conditions": [
{
"leftValue": "={{ $json.ok_to_send }}",
"rightValue": true,
"operator": {
"type": "boolean",
"operation": "equals"
}
}
]
},
"options": {}
},
"id": "t11",
"name": "Within Send Window?",
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
2112,
304
]
},
{
"parameters": {
"method": "POST",
"url": "https://api.openphone.com/v1/messages",
"sendBody": true,
"bodyParameters": {
"parameters": [
{}
]
},
"options": {}
},
"id": "t12",
"name": "Send SMS via OpenPhone",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
2352,
208
]
},
{
"parameters": {
"method": "PATCH",
"url": "https://api.twenty.com/rest/contacts",
"sendBody": true,
"bodyParameters": {
"parameters": [
{}
]
},
"options": {}
},
"id": "t13",
"name": "Update CRM Record",
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
2608,
208
]
},
{
"parameters": {
"jsCode": "// Generate campaign analytics\nreturn $input.all();"
},
"id": "t14",
"name": "Campaign Analytics",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
2864,
208
]
},
{
"parameters": {
"jsCode": "// Queue for next business hours window\nreturn $input.all();"
},
"id": "t15",
"name": "Queue for Next Window",
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
2352,
464
]
}
],
"connections": {
"Start Campaign": {
"main": [
[
{
"node": "Import Lead Database",
"type": "main",
"index": 0
}
]
]
},
"Import Lead Database": {
"main": [
[
{
"node": "Validate Contacts",
"type": "main",
"index": 0
}
]
]
},
"Validate Contacts": {
"main": [
[
{
"node": "Route by Cohort",
"type": "main",
"index": 0
}
]
]
},
"Route by Cohort": {
"main": [
[
{
"node": "Scrape Company Website",
"type": "main",
"index": 0
}
],
[
{
"node": "Scrape Company Website1",
"type": "main",
"index": 0
}
],
[
{
"node": "Scrape Company Website2",
"type": "main",
"index": 0
}
]
]
},
"Scrape Company Website": {
"main": [
[
{
"node": "Extract Business Intel",
"type": "main",
"index": 0
}
]
]
},
"Scrape Company Website1": {
"main": [
[
{
"node": "Extract Business Intel1",
"type": "main",
"index": 0
}
]
]
},
"Scrape Company Website2": {
"main": [
[
{
"node": "Extract Business Intel2",
"type": "main",
"index": 0
}
]
]
},
"Extract Business Intel": {
"main": [
[
{
"node": "Build Personalization Context",
"type": "main",
"index": 0
}
]
]
},
"Extract Business Intel1": {
"main": [
[
{
"node": "Build Personalization Context",
"type": "main",
"index": 0
}
]
]
},
"Extract Business Intel2": {
"main": [
[
{
"node": "Build Personalization Context",
"type": "main",
"index": 0
}
]
]
},
"Build Personalization Context": {
"main": [
[
{
"node": "AI Agent \u2014 Personalized Message Writer",
"type": "main",
"index": 0
}
]
]
},
"Claude Sonnet 4": {
"ai_languageModel": [
[
{
"node": "AI Agent \u2014 Personalized Message Writer",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"AI Agent \u2014 Personalized Message Writer": {
"main": [
[
{
"node": "Message Quality Gate",
"type": "main",
"index": 0
}
]
]
},
"Message Quality Gate": {
"main": [
[
{
"node": "Timezone Business Hours Check",
"type": "main",
"index": 0
}
]
]
},
"Timezone Business Hours Check": {
"main": [
[
{
"node": "Within Send Window?",
"type": "main",
"index": 0
}
]
]
},
"Within Send Window?": {
"main": [
[
{
"node": "Send SMS via OpenPhone",
"type": "main",
"index": 0
}
],
[
{
"node": "Queue for Next Window",
"type": "main",
"index": 0
}
]
]
},
"Send SMS via OpenPhone": {
"main": [
[
{
"node": "Update CRM Record",
"type": "main",
"index": 0
}
]
]
},
"Update CRM Record": {
"main": [
[
{
"node": "Campaign Analytics",
"type": "main",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1",
"callerPolicy": "workflowsFromSameOwner",
"availableInMCP": false
},
"versionId": "template-version",
"id": "WORKFLOW_ID",
"tags": []
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
anthropicApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
AI-Powered Personalized Outreach Engine. Uses spreadsheetFile, httpRequest, agent, lmChatAnthropic. Event-driven trigger; 20 nodes.
Source: https://github.com/jslizar/builder-lab/blob/dac901bc94368095e42e48185c9bb3f1c5c8e529/automations/n8n-workflows/ai-personalized-outreach-engine.json — original creator credit. Request a take-down →
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