Elay Guez This workflow corresponds to n8n.io template #7748 — we link there as the canonical source.
This workflow follows the Agent → Error Trigger 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 →
{
"meta": {
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "ebe35d8a-7a78-4a7d-ad60-9f294936266a",
"name": "Company Researcher",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-1696,
464
],
"parameters": {
"text": "=Company name: {{ $json.company_name }}\nContact name: {{ $json.contact_name }}\nEmail address: {{ $json.email_address }}\nSpecial Comments from Salesperson: {{ $json.comments }}",
"options": {
"maxIterations": 12,
"systemMessage": "=You are a research analyst helping a sales agent write a highly personalized inbound email. Your job is to generate a detailed research brief that explains:\n\n1. **What the company does**\n2. **What the recent business event is**, and why it's significant\n3. **How Automation might reflect on the company\u2019s priorities, pain points, or growth goals**\n4. Any additional company or contact context that might be useful for crafting a relevant sales message\n\n## Guidelines:\n- Your response should be **detailed, structured, and accurate**\n- You are writing **for another AI**, so don't hold back on context \u2014 more is better\n- You can assume the contact already know about 82Labs and it's capabilities, and more interested in knowing how to improve his KPIs and company using it's services.\n- Write in **natural language**, using clear, concise, informative sentences \u2014 not marketing fluff or speculation\n- Keep your tone objective and analytical\n- Avoid repeating generic phrases like \u201cthe company is innovative\u201d unless supported by facts\n\n## Inputs:\n- From user prompt\n- From Explorium MCP tools\n\n## Output Structure:\nReturn your findings in 2-3 clear paragraphs. The first paragraph should describe the **main use case to solve in the company in detail** and explain why it may be relevant. The second should summarize what the **company does** and any other useful GTM signals (size, growth stage, recent changes, priorities, etc.).\n\nNow generate the research summary.\n"
},
"promptType": "define"
},
"typeVersion": 1.9
},
{
"id": "8db06649-9557-438b-829b-1b40863e7e0e",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"disabled": true,
"position": [
-1728,
144
],
"parameters": {
"width": 480,
"height": 832,
"content": "## Reaserch Agent\nThis agent uses the [Explorium MCP](https://www.explorium.ai/mcp) and ChatGPT 4.1 to research the company and the contact"
},
"typeVersion": 1
},
{
"id": "b9175f90-d231-46f7-876a-a2628b12169f",
"name": "Respond to Webhook",
"type": "n8n-nodes-base.respondToWebhook",
"disabled": true,
"position": [
-1520,
-48
],
"parameters": {
"options": {},
"respondWith": "json",
"responseBody": "={\n \"challenge\": \"{{ $json.body.challenge }}\"\n}"
},
"typeVersion": 1.4
},
{
"id": "3878db05-659f-455d-8d60-a2e15ee32339",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"disabled": true,
"position": [
-2224,
-160
],
"parameters": {
"color": 5,
"width": 460,
"height": 1128,
"content": "# AI Lead Enrichment for Monday.com with Explorium MCP and GPT-4.1\n\n## Created by: [Elay Guez](https://www.linkedin.com/in/elay-g)\n\n## Overview\nThis workflow automatically enriches company data when new leads are added to Monday.com and drafts personalized inbound emails suggesting AI solutions for every new lead.\n\n## Features\n- \ud83d\udd0d **Company Research**: Uses [Explorium MCP](https://www.explorium.ai/mcp) for deep company intelligence\n- \u2709\ufe0f **Email Generation**: Creates personalized outreach with GPT-4.1\n- \ud83d\udcca **CRM Enrichment**: Adds AI solution recommendations to your Monday.com board\n- \ud83d\ude80 **Fully Automated**: Triggers instantly when new leads arrive\n\n## Quick Setup\n1. **Connect** Monday.com Webhook using the \"Respond to Webhook\" node\n2. **Deactivate** the \"Respond to Webhook\" node after connection\n3. **Update** the context in System Messages for all AI Agents:\n - Your company name and services\n - Value proposition\n - Target market details\n4. **Test** with a sample lead\n5. **Activate** and enjoy automated lead enrichment! \ud83c\udfaf\n\n## Requirements\n- Monday.com board with lead data\n- Explorium MCP API access\n- OpenAI API key (GPT-4.1)\n- Gmail account for drafts"
},
"typeVersion": 1
},
{
"id": "33055d00-d826-4f74-8b87-20ebcbf09dfa",
"name": "ChatGPT 4.1 - 2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1200,
416
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1",
"cachedResultName": "gpt-4.1"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "3fefcb4b-5003-43ff-8540-6a3955f6e5e4",
"name": "ChatGPT 4.1 - 1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1696,
640
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1",
"cachedResultName": "gpt-4.1"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "c5e2c4ab-0662-4be3-91e5-fb070fcef5fe",
"name": "Think - 2",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
-1008,
416
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "e2ce976b-68e6-46cc-af76-246f42f9ab22",
"name": "Think - 1",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
-1408,
640
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "d21d9128-ac3e-46b6-a4b8-e6ee091fcf64",
"name": "Explorium MCP",
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"position": [
-1520,
640
],
"parameters": {
"sseEndpoint": "https://mcp.explorium.ai/sse",
"authentication": "headerAuth"
},
"credentials": {
"httpHeaderAuth": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "16d61c90-287c-450e-bf18-b971066c0b14",
"name": "Email Writer",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-1152,
240
],
"parameters": {
"text": "=### Context:\n\n## company data: {{ $('Company Researcher').first().json.output }}\n\n## contact full name: {{ $('Edit Fields').item.json.contact_name }}\n\n## Salesman comments: {{ $('Edit Fields').item.json.comments }}\n",
"options": {
"systemMessage": "You are a B2B inbound email assistant.\n\nYour task is to write a short, personalized inbound email for an inbound lead (under 120 words) that sells a solution specificly to the company. This email will be sent to a general marketing, growth, or data contact \u2014 no specific prospect information is available.\n\n## About 82Labs (Use as context \u2014 DO NOT paste directly):\n82 Labs delivers complex fullstack applications for web and mobile, powered by cutting-edge automation technologies including n8n and LangGraph. Official n8n lecturers with enterprise-grade expertise.\n\nIf relevant, you may mention that they can explore our website (https://www.82labs.io).\n\nDont forget to always end with a call to action in setting up some sort of call or meeting to talk further\n\n## Instructions:\n- Reference the event to establish relevance and timing\n- Briefly describe what the company does (from the input)\n- Weave in 82Labs\u2019s value and how it is applicable to their business priorities\n- Suggest two AI Agents/ AI powered solutions based on your knoleadge\n- End with a warm, soft CTA\n- Make it personal, write \"Hi {first name}\" instead of \"Hello Team\". fill in the first name\n- The salesperson name is \"Elay\"\n- Use the thinking tool\n\nNow write the email."
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 2.2
},
{
"id": "bf803704-e01a-4d80-adc5-0f5aefc02a85",
"name": "Create a draft",
"type": "n8n-nodes-base.gmail",
"position": [
-848,
240
],
"parameters": {
"message": "={{ $json.output.email_content }}",
"options": {
"sendTo": "={{ $('Edit Fields').item.json.email_address }}"
},
"subject": "={{ $json.output.email_subject }}",
"resource": "draft"
},
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
},
"typeVersion": 2.1
},
{
"id": "166b7f9a-50fb-4a61-80cf-a43e12045d30",
"name": "Get item",
"type": "n8n-nodes-base.mondayCom",
"position": [
-1328,
-48
],
"parameters": {
"limit": 1,
"boardId": "2034551132",
"columnId": "name",
"resource": "boardItem",
"operation": "getByColumnValue",
"columnValue": "={{ $json.body.event.pulseName }}"
},
"credentials": {
"mondayComApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "f8c9a7d6-bcf2-4344-825f-d909ffef35ae",
"name": "Edit Fields",
"type": "n8n-nodes-base.set",
"position": [
-1152,
-48
],
"parameters": {
"mode": "raw",
"options": {},
"jsonOutput": "={\n \"company_name\": \"{{ $json.name }}\",\n \"contact_name\": \"{{ $json.column_values[5].text }}\",\n \"email_address\": \"{{ $json.column_values[6].text }}\",\n \"comments\": \"{{ $json.column_values[10].text }}\"\n}\n"
},
"typeVersion": 3.4
},
{
"id": "945c045e-d382-4f24-9fb8-51b3ed7946e7",
"name": "Webhook",
"type": "n8n-nodes-base.webhook",
"position": [
-1712,
-48
],
"parameters": {
"path": "76e1e0a6-495e-4ab6-ba56-b5746cbc4727",
"options": {},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 2.1
},
{
"id": "53b36199-631c-4936-8fb1-861af29616bc",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"disabled": true,
"position": [
-1232,
144
],
"parameters": {
"width": 784,
"height": 400,
"content": "## Draft Email Agent\nThis agent uses ChatGPT 4.1 to draft a personal inbound email"
},
"typeVersion": 1
},
{
"id": "2cd04285-126a-4d86-8286-02d0fe453fd3",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"disabled": true,
"position": [
-1728,
-160
],
"parameters": {
"width": 752,
"height": 272,
"content": "## Trigger Workflow and Organize Data\nUsing Monday.com webhook"
},
"typeVersion": 1
},
{
"id": "44f650ee-e6c6-4810-a911-ce5c7c039c30",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"disabled": true,
"position": [
-1232,
576
],
"parameters": {
"width": 784,
"height": 400,
"content": "## CRM Enrichment Agent\nThis agent uses ChatGPT 4.1 to enrich Monday.com CRM"
},
"typeVersion": 1
},
{
"id": "da610c7d-25f3-4e84-afda-ab2a8343bf13",
"name": "ChatGPT 4.1 - 3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1200,
848
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1",
"cachedResultName": "gpt-4.1"
},
"options": {}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "fffff053-8555-4842-b113-3476fb3526a0",
"name": "CRM Enrichment",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-1152,
672
],
"parameters": {
"text": "=### Context:\n\n## company data: {{ $('Company Researcher').first().json.output }}\n\n## contact full name: {{ $('Edit Fields').item.json.contact_name }}\n\n## Salesman comments: {{ $('Edit Fields').item.json.comments }}\n",
"options": {
"systemMessage": "You are a B2B professional assistant.\n\nYour task is to write a short, two sentences summary on the company and cotact, with options on how 82 labs can help him)\n\n## About 82Labs (Use as context):\n82 Labs delivers complex fullstack applications for web and mobile, powered by cutting-edge automation technologies including n8n and LangGraph. Official n8n lecturers with enterprise-grade expertise.\n\n## Instructions:\n- Briefly describe what the company does (from the input)\n- Suggest two AI Agents/ AI powered solutions based on your knoleadge\n- Use the thinking tool\n\nNow write the CRM Enrichement summary"
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 2.2
},
{
"id": "052fdb19-edbb-42b4-9a54-f3c5ddb3cd76",
"name": "Error Trigger",
"type": "n8n-nodes-base.errorTrigger",
"position": [
-912,
-48
],
"parameters": {},
"typeVersion": 1
},
{
"id": "7ef3b8a7-8b2e-4816-9533-46e85edb9c5c",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"disabled": true,
"position": [
-960,
-160
],
"parameters": {
"width": 512,
"height": 272,
"content": "## Error Trigger\nSend an email to Admin"
},
"typeVersion": 1
},
{
"id": "5cc6ad2a-4850-4b38-a109-02bc0b72558e",
"name": "Think - 3",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
-1008,
848
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "d8469273-1088-4574-b2ec-20538c09f415",
"name": "Send a message",
"type": "n8n-nodes-base.gmail",
"position": [
-688,
-48
],
"parameters": {
"sendTo": "user@example.com",
"message": "={{ $json.output.email_content }}",
"options": {},
"subject": "=Error in the work"
},
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
},
"typeVersion": 2.1
},
{
"id": "6332c3bb-5f42-42c3-9b76-713d01f75797",
"name": "Add an update to an item - 1",
"type": "n8n-nodes-base.mondayCom",
"position": [
-688,
240
],
"parameters": {
"value": "=\"\nDraft email from AI Agent was generated!\n\"",
"itemId": "={{ $('Get item').item.json.id }}",
"resource": "boardItem",
"operation": "addUpdate"
},
"credentials": {
"mondayComApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "86610186-1990-4a5a-8015-df7106a11217",
"name": "Add an update to an item - 2",
"type": "n8n-nodes-base.mondayCom",
"position": [
-688,
672
],
"parameters": {
"value": "=\"\nAI Agent Data Enrichement:\n\n{{ $json.output.crm_summary }}\n\n\n\"",
"itemId": "={{ $('Get item').item.json.id }}",
"resource": "boardItem",
"operation": "addUpdate"
},
"credentials": {
"mondayComApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "d8fb3e8b-d8c9-45b1-b144-92662674853a",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1712,
800
],
"parameters": {
"color": 3,
"width": 448,
"content": "## Note: Please update the context in the System Messages for all of the Agents"
},
"typeVersion": 1
},
{
"id": "961d277e-3b51-456d-9c88-5582566c74a3",
"name": "Structured Output Parser - 2",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
-880,
416
],
"parameters": {
"jsonSchemaExample": "{\n\t\"email_subject\": \"\",\n\t\"email_content\": \"\"\n}"
},
"typeVersion": 1.3
},
{
"id": "3f4306ac-891a-4ae0-80e9-2dd1f033de46",
"name": "Structured Output Parser - 3",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
-864,
848
],
"parameters": {
"jsonSchemaExample": "{\n\t\"crm_summary\": \"\"\n}"
},
"typeVersion": 1.3
}
],
"connections": {
"Webhook": {
"main": [
[
{
"node": "Respond to Webhook",
"type": "main",
"index": 0
}
]
]
},
"Get item": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Think - 1": {
"ai_tool": [
[
{
"node": "Company Researcher",
"type": "ai_tool",
"index": 0
}
]
]
},
"Think - 2": {
"ai_tool": [
[
{
"node": "Email Writer",
"type": "ai_tool",
"index": 0
}
]
]
},
"Think - 3": {
"ai_tool": [
[
{
"node": "CRM Enrichment",
"type": "ai_tool",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "Company Researcher",
"type": "main",
"index": 0
}
]
]
},
"Email Writer": {
"main": [
[
{
"node": "Create a draft",
"type": "main",
"index": 0
}
]
]
},
"Error Trigger": {
"main": [
[
{
"node": "Send a message",
"type": "main",
"index": 0
}
]
]
},
"Explorium MCP": {
"ai_tool": [
[
{
"node": "Company Researcher",
"type": "ai_tool",
"index": 0
}
]
]
},
"CRM Enrichment": {
"main": [
[
{
"node": "Add an update to an item - 2",
"type": "main",
"index": 0
}
]
]
},
"Create a draft": {
"main": [
[
{
"node": "Add an update to an item - 1",
"type": "main",
"index": 0
}
]
]
},
"ChatGPT 4.1 - 1": {
"ai_languageModel": [
[
{
"node": "Company Researcher",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"ChatGPT 4.1 - 2": {
"ai_languageModel": [
[
{
"node": "Email Writer",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"ChatGPT 4.1 - 3": {
"ai_languageModel": [
[
{
"node": "CRM Enrichment",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Company Researcher": {
"main": [
[
{
"node": "Email Writer",
"type": "main",
"index": 0
},
{
"node": "CRM Enrichment",
"type": "main",
"index": 0
}
]
]
},
"Respond to Webhook": {
"main": [
[
{
"node": "Get item",
"type": "main",
"index": 0
}
]
]
},
"Add an update to an item - 2": {
"main": [
[]
]
},
"Structured Output Parser - 2": {
"ai_outputParser": [
[
{
"node": "Email Writer",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Structured Output Parser - 3": {
"ai_outputParser": [
[
{
"node": "CRM Enrichment",
"type": "ai_outputParser",
"index": 0
}
]
]
}
}
}
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.
gmailOAuth2httpHeaderAuthmondayComApiopenAiApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
Stop losing deals to slow response times! Transform your inbound leads into qualified opportunities with this intelligent workflow that automates lead enrichment and personalized outreach. When a new lead drops into your Monday.com board, magic happens:
Source: https://n8n.io/workflows/7748/ — original creator credit. Request a take-down →
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