This workflow follows the Agent → Chat 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 →
{
"name": "My workflow",
"nodes": [
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"typeVersion": 1.1,
"position": [
80,
64
],
"id": "2abe41ec-3646-4181-b11b-8298c642630a",
"name": "When chat message received"
},
{
"parameters": {
"options": {
"systemMessage": "You are a research agent that helps find contact information from \nGoogle Maps or websites.\nAfter searching, save your results to Google Sheets.\nWhen \ndoing this, you must use this JSON format in a single call:\n[\n{\n \"Name\": \"Company \nname\",\n \"Address\": \"Company address\",\n \"Number\": \"Company phone number\",\n \n\"Website\": \"Company website\",\n \"Rating\": \"Company rating\", \n \"Opening Hours\": \n\"Company opening hours\",\n \"Email\": \"Company email address\"\n},\n...\n]\n\nWhen \nsending the number to \"Add to Google Sheets\", remove the + at the beginning of each \nnumber.\n\nWhen going through multiple pages, call \"Add to Google Sheets\" after each \n\"Map Search\" call to save the data directly, without consolidating it.\n\nIf no email is found, \npass it as N/A to \"Add to Google Sheets\".\n\nKeep searching in Map Search until you find \nno more pages or results.",
"maxIterations": 10
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.8,
"position": [
304,
64
],
"id": "8c635585-72e7-4596-abbc-5816e0738c30",
"name": "AI Agent"
},
{
"parameters": {},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
400,
288
],
"id": "6e82ebbb-32bc-4f4f-8733-d3dbb8e360d1",
"name": "Simple Memory"
},
{
"parameters": {
"toolDescription": "=This bot helps you extract all contact information for lead \ngeneration from Google Maps.\nInput parameters:\n\"q\" for the search term (e.g., \"Dental \nClinic Ahmedabad\").\n\"ll\" for geographic coordinates.\n\"page\" for the current search \nresults page.",
"url": "https://google.serper.dev/maps",
"sendQuery": true,
"parametersQuery": {
"values": [
{
"name": "q"
},
{
"name": "ll",
"valueProvider": "fieldValue",
"value": "@23.233247,77.416724,13z"
},
{
"name": "page",
"valueProvider": "fieldValue",
"value": "4"
},
{
"name": "hl",
"valueProvider": "fieldValue",
"value": "en"
},
{
"name": "location",
"valueProvider": "fieldValue",
"value": "India"
},
{
"name": "gl",
"valueProvider": "fieldValue",
"value": "in"
}
]
},
"sendHeaders": true,
"parametersHeaders": {
"values": [
{
"name": "X-API-KEY",
"valueProvider": "fieldValue",
"value": "a005d60f799985029d07e29076e7f4a28b72bce9"
}
]
}
},
"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
"typeVersion": 1.1,
"position": [
560,
288
],
"id": "338b3003-081c-46a0-8b8c-33917fac8e12",
"name": "Map Search Tool"
},
{
"parameters": {
"content": "Map Search Agent",
"height": 500,
"width": 900
},
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
0
],
"typeVersion": 1,
"id": "af738ea0-9674-4436-8dee-1c4f64efa2d9",
"name": "Sticky Note"
},
{
"parameters": {
"pollTimes": {
"item": [
{
"mode": "everyMinute"
}
]
},
"documentId": {
"__rl": true,
"value": "1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J5NFWo",
"mode": "list",
"cachedResultName": "Leads Gen - AI Agent",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J\n5NFWo/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J\n5NFWo/edit#gid=0"
},
"event": "rowAdded",
"options": {}
},
"type": "n8n-nodes-base.googleSheetsTrigger",
"typeVersion": 1,
"position": [
-96,
528
],
"id": "6a8ade3a-d95c-4ad9-a675-b24ccc5ab6ea",
"name": "Google Sheets Trigger",
"credentials": {
"googleSheetsTriggerOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "b925ecd9-541f-4d3c-9bc1-0f683bd420cc",
"leftValue": "={{ $json.Name }}",
"rightValue": "Name",
"operator": {
"type": "string",
"operation": "notEquals"
}
},
{
"id": "e241db34-fd92-468e-802d-b4485d260b85",
"leftValue": "={{ $json.Name }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.filter",
"typeVersion": 2.2,
"position": [
128,
528
],
"id": "cf7ceb03-a704-4032-812d-aec001021026",
"name": "Filter"
},
{
"parameters": {
"options": {}
},
"type": "n8n-nodes-base.splitInBatches",
"typeVersion": 3,
"position": [
352,
528
],
"id": "7b68790a-435c-4d15-8936-8da46d96ed3c",
"name": "Loop Over Items"
},
{
"parameters": {
"jsCode": "const items = $input.all()[0].json.choices[0].message.content;\nconst \ncleaned = items.replace('```json', '').replace('```', '')\nconst parsed = \nJSON.parse(cleaned);\n\nreturn { data: parsed }"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
592,
544
],
"id": "d548b2f5-06d1-4deb-a3a8-b91b6a8e468a",
"name": "Code"
},
{
"parameters": {
"operation": "update",
"documentId": {
"__rl": true,
"value": "1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J5NFWo",
"mode": "list",
"cachedResultName": "Leads Gen - AI Agent",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J\n5NFWo/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J\n5NFWo/edit#gid=0"
},
"columns": {
"mappingMode": "defineBelow",
"value": {
"Email": "={{ $json.data.email }}",
"Background": "={{ $json.data.background }}",
"UUID": "={{ $('Loop Over Items').item.json.UUID }}"
},
"matchingColumns": [
"UUID"
],
"schema": [
{
"id": "UUID",
"displayName": "UUID",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Name",
"displayName": "Name",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": true
},
{
"id": "Address",
"displayName": "Address",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": true
},
{
"id": "Number",
"displayName": "Number",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": true
},
{
"id": "Website",
"displayName": "Website",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": true
},
{
"id": "Rating",
"displayName": "Rating",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": true
},
{
"id": "Opening Hours",
"displayName": "Opening Hours",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": true
},
{
"id": "Email",
"displayName": "Email",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Background",
"displayName": "Background",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "row_number",
"displayName": "row_number",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"readOnly": true,
"removed": true
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {}
},
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4.5,
"position": [
800,
544
],
"id": "c1df23ef-309b-45c5-9139-664bfd83271c",
"name": "Google Sheets",
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"inputSource": "passthrough"
},
"type": "n8n-nodes-base.executeWorkflowTrigger",
"typeVersion": 1.1,
"position": [
64,
864
],
"id": "1513813f-2f24-45a4-8f0f-388efbd6a7eb",
"name": "When Executed by Another Workflow"
},
{
"parameters": {
"operation": "append",
"documentId": {
"__rl": true,
"value": "1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J5NFWo",
"mode": "list",
"cachedResultName": "Leads Gen - AI Agent",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J\n5NFWo/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1f0HpYChdF_9EaestzV7xPBgOgVNq0owaBggf8J\n5NFWo/edit#gid=0"
},
"columns": {
"mappingMode": "autoMapInputData",
"value": {},
"matchingColumns": [],
"schema": [
{
"id": "UUID",
"displayName": "UUID",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Name",
"displayName": "Name",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Address",
"displayName": "Address",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Number",
"displayName": "Number",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Website",
"displayName": "Website",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Rating",
"displayName": "Rating",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Opening Hours",
"displayName": "Opening Hours",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Email",
"displayName": "Email",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {}
},
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4.5,
"position": [
512,
864
],
"id": "f54bda60-2459-437c-8bbb-eb58c132ddf4",
"name": "Google Sheets1",
"credentials": {
"googleSheetsOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"jsCode": "const v7 = () => {\n return \n'tttttttt-tttt-7xxx-yxxx-xxxxxxxxxxxx'.replace(/[xy]/g, function (c){\n const r = \nMath.trunc(Math.random() * 16);\n const v = c == 'x' ? r : (r & 0x3 | 0x8);\n return \nv.toString(16);\n }).replace(/[t]{8}-[t]{4}/, function (){\n const unixtimestamp = \nDate.now().toString(16).padStart(12, '0');\n return unixtimestamp.slice(0, 8) + '-' + \nunixtimestamp.slice(8);\n })\n}\n\nconst data = \nJSON.parse($input.all()[0].json.query);\nconst datawithId = data.map(i => {\n const uuid = \nv7();\n return { UUID: uuid, ... i}\n});\n\nreturn datawithId;"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
288,
864
],
"id": "29bdd62d-1d7d-425a-baea-db3a201dd9f4",
"name": "Code2"
},
{
"parameters": {
"jsCode": "return { json: { response: \"ok \"}}"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
688,
864
],
"id": "40fc5623-8253-4d04-9a96-bdcd0c61251a",
"name": "Code1"
},
{
"parameters": {
"content": "Keep this subworkflow in different workflow",
"height": 320,
"width": 940,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
784
],
"typeVersion": 1,
"id": "a11e942a-4386-4337-a014-b0afa26219c0",
"name": "Sticky Note1"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
176,
272
],
"id": "be6db887-fb32-4ce9-b050-ce535c7bd737",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"name": "store_to_google_sheets",
"description": "=This is a tool to analyze the input and store it in Google Sheets \ncolumns, including:\n{\n \"Name\": xxx,\n \"Address\": xxx,\n \"Number\": xxx,\n \n\"Website\": xxx,\n \"Rating\": xxx,\n \"Opening Hours\": xxx,\n \"Email\": xxx\n}",
"workflowId": {
"__rl": true,
"value": "K7uNaGXGdvgq0Y6f",
"mode": "list",
"cachedResultName": "My workflow"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {},
"matchingColumns": [],
"schema": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2,
"position": [
768,
288
],
"id": "8b96a98d-804b-4313-bcb6-0165b8e49a5e",
"name": "Call 'My workflow'"
}
],
"connections": {
"When chat message received": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Map Search Tool": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Sheets Trigger": {
"main": [
[
{
"node": "Filter",
"type": "main",
"index": 0
}
]
]
},
"Filter": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[],
[
{
"node": "Code",
"type": "main",
"index": 0
}
]
]
},
"Code": {
"main": [
[
{
"node": "Google Sheets",
"type": "main",
"index": 0
}
]
]
},
"Google Sheets": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"When Executed by Another Workflow": {
"main": [
[
{
"node": "Code2",
"type": "main",
"index": 0
}
]
]
},
"Google Sheets1": {
"main": [
[
{
"node": "Code1",
"type": "main",
"index": 0
}
]
]
},
"Code2": {
"main": [
[
{
"node": "Google Sheets1",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Call 'My workflow'": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "e2ef9f90-8638-4586-b29b-0dd168afc3d3",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "K7uNaGXGdvgq0Y6f",
"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.
googlePalmApigoogleSheetsOAuth2ApigoogleSheetsTriggerOAuth2Api
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
My Automations. Uses chatTrigger, agent, memoryBufferWindow, toolHttpRequest. Chat trigger; 17 nodes.
Source: https://github.com/bhaktofmahakal/My-Automations/blob/f6027b54400dd7a6092c098ade9467daf5ed0f89/automations/google-maps-research-agent/workflow.json — original creator credit. Request a take-down →
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