UI & UX Developer
This Workflow helps to get information using Google Gemini AI .
Code Block
JASON
{
"name": "Data Scraping using AI",
"nodes": [
{
"parameters": {
"promptType": "define",
"text": "=Provide the official company name, website URL, phone number, Industry and full address for the company: \"{{ $json[\"Company Name\"] }}\".\nRespond only in valid JSON without code fences, without markdown, without explanations.\nFormat exactly as:\n{\n \"name\": \"string or null\",\n \"Industry\": \"string or null\",\n \"url\": \"string or null\",\n \"phone\": \"string or null\",\n \"address\": \"string or null\"\n}\nIf unknown, return null for the field.\n",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2.1,
"position": [
1392,
-864
],
"id": "ff28d087-efc1-4daa-b8e0-7b9289bc2ef0",
"name": "AI Agent",
"alwaysOutputData": false
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
1464,
-640
],
"id": "d016ced1-7d1c-4d9f-b0d5-e748722b68b8",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"id": "XYWY8qJpCHeJhkEV",
"name": "Google Gemini(PaLM) Api account"
}
}
},
{
"parameters": {
"formTitle": "Data Request",
"formFields": {
"values": [
{
"fieldLabel": "Company Name",
"placeholder": "Search"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.formTrigger",
"typeVersion": 2.2,
"position": [
1168,
-864
],
"id": "1a579360-5adf-4f90-92f4-713999c78415",
"name": "On form submission",
"webhookId": "137919f4-32e6-48cf-8533-6fe8e9ac1b81"
},
{
"parameters": {
"operation": "append",
"documentId": {
"__rl": true,
"value": "1uelihPsgrEJDSibCmjBSTCwEiue9E5Gr_VyL4wXemCc",
"mode": "list",
"cachedResultName": "Company Info",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1uelihPsgrEJDSibCmjBSTCwEiue9E5Gr_VyL4wXemCc/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1uelihPsgrEJDSibCmjBSTCwEiue9E5Gr_VyL4wXemCc/edit#gid=0"
},
"columns": {
"mappingMode": "autoMapInputData",
"value": {},
"matchingColumns": [],
"schema": [
{
"id": "name",
"displayName": "name",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Industry",
"displayName": "Industry",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "url",
"displayName": "url",
"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": "contact",
"displayName": "contact",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {}
},
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4.6,
"position": [
1968,
-864
],
"id": "5da760bd-1547-4620-82f3-c35368ab78f3",
"name": "Append row in sheet",
"credentials": {
"googleSheetsOAuth2Api": {
"id": "VouTxRdZOibVdLDu",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"jsCode": "// Get AI output string\nlet raw = $input.item.json.output || \"\";\n\n// Remove markdown code fences if present\nraw = raw.replace(/```json|```/g, \"\").trim();\n\n// Try to parse JSON\nlet data;\ntry {\n data = JSON.parse(raw);\n} catch (e) {\n data = {};\n}\n\n// Build the clean object\nconst result = {\n name: data.name || null,\n Industry: data.Industry || null,\n url: data.url || null,\n address: data.address || null,\n contact: data.phone || null\n};\n\n// Return as JSON so it shows as separate columns in Table view\nreturn [ { json: result } ];\n"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
1744,
-864
],
"id": "bb390e0e-59bc-4f07-a5a5-47f836ddd69d",
"name": "Code"
},
{
"parameters": {
"documentId": {
"__rl": true,
"value": "1xuEmKO1Z11KD3tahHUmklmCFAHTbITs7_LeZeLTWdu4",
"mode": "list",
"cachedResultName": "Input",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1xuEmKO1Z11KD3tahHUmklmCFAHTbITs7_LeZeLTWdu4/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1xuEmKO1Z11KD3tahHUmklmCFAHTbITs7_LeZeLTWdu4/edit#gid=0"
},
"options": {}
},
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4.6,
"position": [
1168,
-308
],
"id": "887fcadf-4cde-4e2b-83f2-7c522413299e",
"name": "Get row(s) in sheet",
"credentials": {
"googleSheetsOAuth2Api": {
"id": "VouTxRdZOibVdLDu",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "=Provide the official company name, website URL, phone number, and full address for the company:{{ $json['Company Name'] }} .\nRespond only in valid JSON without code fences, without markdown, without explanations.\nFormat exactly as:\n{\n \"name\": \"string or null\",\n \"url\": \"string or null\",\n \"phone\": \"string or null\",\n \"address\": \"string or null\"\n}\nIf unknown, return null for the field.\n",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2.1,
"position": [
1392,
-308
],
"id": "de8dfed0-631c-4685-b39e-a9fd4b7ff19a",
"name": "AI Agent1",
"alwaysOutputData": false,
"executeOnce": false,
"retryOnFail": false,
"notesInFlow": false,
"onError": "continueRegularOutput"
},
{
"parameters": {
"jsCode": "const items = $input.all();\n\nconst result = items.map((item) => {\n let raw = item.json.output || \"\";\n raw = raw.replace(/```json|```/g, \"\").trim();\n\n let data;\n try {\n data = JSON.parse(raw);\n } catch (e) {\n data = {};\n }\n\n return {\n json: {\n name: data.name || null,\n url: data.url || null,\n industry: data.industry || null,\n annual_revenue: data.annual_revenue || null,\n number_of_employees: data.number_of_employees || null,\n address: data.address || null,\n contact: data.phone || null,\n linkedin: data.linkedin || null,\n },\n };\n});\n\nreturn result;\n"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
2320,
-308
],
"id": "5e9f5a52-98a7-45c8-9025-3916b66851bd",
"name": "Code1"
},
{
"parameters": {
"operation": "append",
"documentId": {
"__rl": true,
"value": "1PhOieENyhXGlafn7lGi7ducpAvb_3C7HUGkR83g59PY",
"mode": "list",
"cachedResultName": "Output",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1PhOieENyhXGlafn7lGi7ducpAvb_3C7HUGkR83g59PY/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1PhOieENyhXGlafn7lGi7ducpAvb_3C7HUGkR83g59PY/edit#gid=0"
},
"columns": {
"mappingMode": "defineBelow",
"value": {
"Company Name": "={{ $json.name }}",
"Website": "={{ $json.url }}",
"Address": "={{ $json.address }}",
"Industry": "={{ $json.industry }}",
"Annual Revenue": "={{ $json.annual_revenue }}",
"Number Of Employees": "={{ $json.number_of_employees }}",
"Contact": "={{ $json.contact }}",
"LinkedIn": "={{ $json.linkedin }}"
},
"matchingColumns": [],
"schema": [
{
"id": "Company Name",
"displayName": "Company Name",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Website",
"displayName": "Website",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Industry",
"displayName": "Industry",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Annual Revenue",
"displayName": "Annual Revenue",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "Number Of Employees",
"displayName": "Number Of Employees",
"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
},
{
"id": "Contact",
"displayName": "Contact",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
},
{
"id": "LinkedIn",
"displayName": "LinkedIn",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true,
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {}
},
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4.6,
"position": [
2544,
-308
],
"id": "0bacc826-7084-4057-bd50-e595b8118854",
"name": "Append row in sheet1",
"credentials": {
"googleSheetsOAuth2Api": {
"id": "VouTxRdZOibVdLDu",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "=Provide the official company information for: {{ $json['Company Name'] }}.\n\nRules:\n- Only return the HEADQUARTERS address of the company (not branch or random locations).\n- Phone number must be the official company contact number.\n- Annual revenue must be based on publicly available information (Google, company website, LinkedIn, Crunchbase, etc.). Do not guess.\n- If the information cannot be verified, return null.\n- Do not generate or assume information.\n\nRespond only in valid JSON without code fences, markdown, or explanations.\n\nFormat exactly as:\n\n{\n \"name\": \"string or null\",\n \"url\": \"string or null\",\n \"industry\": \"string or null\",\n \"phone\": \"string or null\",\n \"annual_revenue\": \"string or null\",\n \"number_of_employees\": \"string or null\",\n \"address\": \"Headquarters address only or null\",\n \"linkedin\": \"string or null\"\n}",
"options": {}
},
"id": "0fa1fe21-46a1-4802-9827-32f89d5b7a67",
"name": "AI Agent Key2",
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2,
"position": [
1968,
-432
]
},
{
"parameters": {
"options": {}
},
"id": "489f3365-0e8f-462c-a475-dc92496d863e",
"name": "Gemini Key2",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
2040,
-208
],
"credentials": {
"googlePalmApi": {
"id": "g5rnEcfmVNtcnjN7",
"name": "Google Gemini(PaLM) Api account 2"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
1464,
-84
],
"id": "e0af27b9-ac2c-4f8b-940b-a838416b22de",
"name": "Google Gemini Chat Model1",
"credentials": {
"googlePalmApi": {
"id": "XYWY8qJpCHeJhkEV",
"name": "Google Gemini(PaLM) Api account"
}
}
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 3
},
"conditions": [
{
"id": "4df97778-bed5-4926-8c68-9bf72ea70a42",
"leftValue": "={{ $json.output }}",
"rightValue": "Null",
"operator": {
"type": "string",
"operation": "equals"
}
},
{
"id": "a1043eae-4166-48ec-adc7-e1d601672f91",
"leftValue": "",
"rightValue": "",
"operator": {
"type": "string",
"operation": "equals",
"name": "filter.operator.equals"
}
}
],
"combinator": "or"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.3,
"position": [
1744,
-308
],
"id": "0858e4d4-8748-49c4-8d1e-e3784fa84602",
"name": "If"
},
{
"parameters": {
"conditions": {
"conditions": [
{
"leftValue": "={{ !$json.output || $json.output.length < 20 }}",
"operator": {
"type": "boolean",
"operation": "isTrue"
}
}
]
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2,
"position": [
1792,
176
],
"id": "f242deff-0ce2-48cb-afa1-1df8742e79da",
"name": "If (Check AI Fail)"
},
{
"parameters": {
"jsCode": "const items = $input.all();\n\nreturn items.map(item => {\n let raw = item.json.output || \"\";\n raw = raw.replace(/```json|```/g, \"\").trim();\n\n let data;\n try {\n data = JSON.parse(raw);\n } catch {\n data = {};\n }\n\n return {\n json: {\n name: data.name || null,\n url: data.url || null,\n industry: data.industry || null,\n annual_revenue: data.annual_revenue || null,\n number_of_employees: data.number_of_employees || null,\n address: data.address || null,\n contact: data.phone || null,\n linkedin: data.linkedin || null\n }\n };\n});"
},
"type": "n8n-nodes-base.code",
"typeVersion": 2,
"position": [
2368,
176
],
"id": "ceae4b53-6a69-452a-9260-bec73fd7c496",
"name": "Parse JSON"
},
{
"parameters": {
"operation": "append",
"documentId": {
"__rl": true,
"value": "1PhOieENyhXGlafn7lGi7ducpAvb_3C7HUGkR83g59PY",
"mode": "list",
"cachedResultName": "Output",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1PhOieENyhXGlafn7lGi7ducpAvb_3C7HUGkR83g59PY/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1PhOieENyhXGlafn7lGi7ducpAvb_3C7HUGkR83g59PY/edit#gid=0"
},
"columns": {
"mappingMode": "defineBelow",
"value": {
"Company Name": "={{ $json.name }}",
"Website": "={{ $json.url }}",
"Address": "={{ $json.address }}",
"Industry": "={{ $json.industry }}",
"Annual Revenue": "={{ $json.annual_revenue }}",
"Number Of Employees": "={{ $json.number_of_employees }}",
"Contact": "={{ $json.contact }}",
"LinkedIn": "={{ $json.linkedin }}"
},
"matchingColumns": [],
"schema": [
{
"id": "Company Name",
"displayName": "Company Name",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Website",
"displayName": "Website",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Industry",
"displayName": "Industry",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Annual Revenue",
"displayName": "Annual Revenue",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Number Of Employees",
"displayName": "Number Of Employees",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Address",
"displayName": "Address",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "Contact",
"displayName": "Contact",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
},
{
"id": "LinkedIn",
"displayName": "LinkedIn",
"required": false,
"defaultMatch": false,
"display": true,
"type": "string",
"canBeUsedToMatch": true
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {}
},
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4.6,
"position": [
2592,
176
],
"id": "2798a9ec-e78e-437d-a04b-8cadca1e5004",
"name": "Append to Sheet",
"credentials": {
"googleSheetsOAuth2Api": {
"id": "VouTxRdZOibVdLDu",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"documentId": {
"__rl": true,
"value": "1xuEmKO1Z11KD3tahHUmklmCFAHTbITs7_LeZeLTWdu4",
"mode": "list",
"cachedResultName": "Input",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1xuEmKO1Z11KD3tahHUmklmCFAHTbITs7_LeZeLTWdu4/edit?usp=drivesdk"
},
"sheetName": {
"__rl": true,
"value": "gid=0",
"mode": "list",
"cachedResultName": "Sheet1",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1xuEmKO1Z11KD3tahHUmklmCFAHTbITs7_LeZeLTWdu4/edit#gid=0"
},
"options": {}
},
"type": "n8n-nodes-base.googleSheets",
"typeVersion": 4.6,
"position": [
1216,
176
],
"id": "a8c0b4cb-7720-43e0-9f04-35ed7f31274e",
"name": "Get row(s) in sheet1",
"credentials": {
"googleSheetsOAuth2Api": {
"id": "VouTxRdZOibVdLDu",
"name": "Google Sheets account"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "=Provide the official company information for: {{ $json['Company Name'] }}.\n\nRules:\n- Only return the HEADQUARTERS address of the company.\n- Phone number must be official.\n- Revenue must be real (no guessing).\n- If unknown return null.\n\nRespond only JSON:\n{\n \"name\": \"string or null\",\n \"url\": \"string or null\",\n \"industry\": \"string or null\",\n \"phone\": \"string or null\",\n \"annual_revenue\": \"string or null\",\n \"number_of_employees\": \"string or null\",\n \"address\": \"string or null\",\n \"linkedin\": \"string or null\"\n}",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2,
"position": [
1440,
176
],
"id": "89dec765-48a1-4e1e-b290-4b4d6b4ca384",
"name": "AI Agent2"
},
{
"parameters": {
"promptType": "define",
"text": "=Provide the official company information for: {{ $json['Company Name'] }}.\n\nSTRICT RULES:\n- Only HQ address\n- Only real phone\n- Only verified revenue\n- No guessing\n- Return null if unsure\n\nJSON only:\n{\n \"name\": \"string or null\",\n \"url\": \"string or null\",\n \"industry\": \"string or null\",\n \"phone\": \"string or null\",\n \"annual_revenue\": \"string or null\",\n \"number_of_employees\": \"string or null\",\n \"address\": \"string or null\",\n \"linkedin\": \"string or null\"\n}",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2,
"position": [
2016,
300
],
"id": "69dcf1d2-3b76-4a5f-871c-8ec1373b3e69",
"name": "AI Agent Key"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
1512,
400
],
"id": "fa511f63-de23-4cfc-9fcb-7fbb724843a5",
"name": "Google Gemini Chat Model2",
"credentials": {
"googlePalmApi": {
"id": "XYWY8qJpCHeJhkEV",
"name": "Google Gemini(PaLM) Api account"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
2088,
524
],
"id": "eee51401-1766-4c36-8755-c6fb8b9f98f3",
"name": "Google Gemini Chat Model3",
"credentials": {
"googlePalmApi": {
"id": "g5rnEcfmVNtcnjN7",
"name": "Google Gemini(PaLM) Api account 2"
}
}
}
],
"pinData": {},
"connections": {
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"On form submission": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[
{
"node": "Code",
"type": "main",
"index": 0
}
]
]
},
"Code": {
"main": [
[
{
"node": "Append row in sheet",
"type": "main",
"index": 0
}
]
]
},
"Get row(s) in sheet": {
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