Automatisierter Generator für lokale Geschäftskontakte basierend auf KI, sozialen Medien und WhatsApp-Links
Experte
Dies ist ein Lead Generation, Multimodal AI-Bereich Automatisierungsworkflow mit 29 Nodes. Hauptsächlich werden If, Code, Limit, SplitOut, Telegram und andere Nodes verwendet. Automatisierte Generierung lokaler Geschäftskontakte mit KI, Social Media und WhatsApp-Links
Voraussetzungen
- •Telegram Bot Token
- •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
- •Google Sheets API-Anmeldedaten
Verwendete Nodes (29)
Kategorie
Workflow-Vorschau
Visualisierung der Node-Verbindungen, mit Zoom und Pan
Workflow exportieren
Kopieren Sie die folgende JSON-Konfiguration und importieren Sie sie in n8n
{
"id": "4Gt0UvB5ArkeE7Hi",
"meta": {
"instanceId": "0d045f8fe3802ff2be0bb9a9ea445ee6c9ed61973377effe00767e483681e2f4",
"templateCredsSetupCompleted": true
},
"name": "Automated Local Business Lead Generator with AI, Social Media & WhatsApp Links",
"tags": [],
"nodes": [
{
"id": "e1e728f2-c48b-493b-8d73-0f72993083cd",
"name": "HTTP Request",
"type": "n8n-nodes-base.httpRequest",
"position": [
420,
0
],
"parameters": {
"url": "https://serpapi.com/search",
"options": {},
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "api_key",
"value": "YOUR_SERPAPI_KEY"
},
{
"name": "engine",
"value": "google_maps"
},
{
"name": "type",
"value": "search"
},
{
"name": "google_domain",
"value": "google.com"
},
{
"name": "q",
"value": "={{ $json.keyword }} {{ $json['city or specific location'] }}"
},
{
"name": "gl",
"value": "={{ $json['country code'] }}"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "efd6137c-6c9a-482c-92e4-e4691361be26",
"name": "Basic LLM Chain",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
1720,
-100
],
"parameters": {
"text": "=Business Information:\n\nName: {{ $json.title }}\nAddress: {{ $json.address }}\nRating: {{ $json.rating }} (based on {{ $json.reviews }} reviews)\nTypes: {{ $json.types }}\nPhone: {{ $json.phone }}\nWebsite: {{ $json.website }}\nReviews Link: {{ $json.reviews_link }}",
"batching": {},
"messages": {
"messageValues": [
{
"message": "=You are a digital business consultant. Based on the business information below, write a professional message directly addressed to the business owner.\nThe message should include:\n\nA brief summary of how the business is currently positioned (based on business type and typical customers)\nWhat customers likely appreciate most about the business\nAreas that could be improved for better visibility, engagement, or conversions\nOne actionable suggestion or opportunity for growth\nA short, persuasive closing line or CTA inviting them to improve their online presence or marketing strategy\nUse a helpful and respectful tone as if offering a free evaluation. Write in the language corresponding to the country code: {{ $('Get row(s) in sheet').item.json['country code'] }}."
}
]
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "933599b0-9cd8-4719-8c58-d3c6bae7c720",
"name": "Zeile in Tabelle anhängen oder aktualisieren",
"type": "n8n-nodes-base.googleSheets",
"position": [
860,
0
],
"parameters": {
"columns": {
"value": {
"phone": "={{ \"https://wa.me/\" + $json.phone.replace(/\\D/g, \"\") }}",
"title": "={{ $json.title }}",
"types": "={{ $json.types }}",
"rating": "={{ $json.rating }}",
"address": "={{ $json.address }}",
"data_id": "={{ $json.data_id }}",
"reviews": "={{ $json.reviews }}",
"website": "={{ $json.website }}",
"reviews_link": "={{ $json.reviews_link }}"
},
"schema": [
{
"id": "data_id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "data_id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "title",
"type": "string",
"display": true,
"required": false,
"displayName": "title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "address",
"type": "string",
"display": true,
"required": false,
"displayName": "address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "rating",
"type": "string",
"display": true,
"required": false,
"displayName": "rating",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews",
"type": "string",
"display": true,
"required": false,
"displayName": "reviews",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews_link",
"type": "string",
"display": true,
"required": false,
"displayName": "reviews_link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "types",
"type": "string",
"display": true,
"required": false,
"displayName": "types",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "phone",
"type": "string",
"display": true,
"required": false,
"displayName": "phone",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "website",
"type": "string",
"display": true,
"required": false,
"displayName": "website",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "review_summary",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "review_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_1",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_1_status",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1_status",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "instagram",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "instagram",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "tiktok",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "tiktok",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "web_summary",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "web_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2_status",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2_status",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"data_id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1321933612,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=1321933612",
"cachedResultName": "results"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "Automated Local Business Lead Generator using AI, Gmail & Telegram"
}
},
"typeVersion": 4.6
},
{
"id": "9eb71830-c068-4121-98fb-2fea45840451",
"name": "Textnachricht senden",
"type": "n8n-nodes-base.telegram",
"position": [
2540,
160
],
"webhookId": "73212779-f86d-4e82-bdd2-605adac6069f",
"parameters": {
"text": "=----\n\nLatest Data for Follow Up\n\nBusiness Name: {{ $('Limit').item.json.title }}\nBusiness Types : {{ $('Limit').item.json.types }}\nLocation: {{ $('Limit').item.json.address }}\n\nWhatsapp Link: \n{{ $('Limit').item.json.phone }}\n\n----",
"chatId": "YOUR_TELEGRAM_CHAT_ID",
"additionalFields": {
"appendAttribution": false
}
},
"typeVersion": 1.2
},
{
"id": "692059f0-ee24-409e-8f0c-1169404e4831",
"name": "Zeitplan-Trigger",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
20,
0
],
"parameters": {
"rule": {
"interval": [
{}
]
}
},
"typeVersion": 1.2
},
{
"id": "bfbc2bdb-f14a-4788-8775-2459caae979d",
"name": "Zeile(n) in Tabelle abrufen",
"type": "n8n-nodes-base.googleSheets",
"position": [
220,
0
],
"parameters": {
"options": {},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
"cachedResultName": "data"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "Automated Local Business Lead Generator using AI, Gmail & Telegram"
}
},
"typeVersion": 4.6
},
{
"id": "0ece857b-9e1e-4dc2-b368-71226683bd70",
"name": "OpenRouter Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
1720,
80
],
"parameters": {
"model": "google/gemini-2.0-flash-exp:free",
"options": {}
},
"typeVersion": 1
},
{
"id": "71fea344-66b3-4042-aa2b-424b6d50bfb5",
"name": "If has a web",
"type": "n8n-nodes-base.if",
"position": [
2260,
-100
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "6a19bdfe-33c6-4786-897a-1d292f647db6",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $('Limit').item.json.website }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "0a4385ce-7460-43eb-99ba-2552e90f2b7f",
"name": "Zeile in Tabelle anhängen oder aktualisieren1",
"type": "n8n-nodes-base.googleSheets",
"position": [
2960,
-680
],
"parameters": {
"columns": {
"value": {
"tiktok": "={{ $json.tiktok }}",
"data_id": "={{ $('Limit').item.json.data_id }}",
"instagram": "={{ $json.instagram }}"
},
"schema": [
{
"id": "data_id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "data_id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "title",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "rating",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "rating",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "reviews",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews_link",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "reviews_link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "types",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "types",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "phone",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "phone",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "website",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "website",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "review_summary",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "review_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_1",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_1_status",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1_status",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "instagram",
"type": "string",
"display": true,
"required": false,
"displayName": "instagram",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "tiktok",
"type": "string",
"display": true,
"required": false,
"displayName": "tiktok",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "web_summary",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "web_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2_status",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2_status",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"data_id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1321933612,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=1321933612",
"cachedResultName": "results"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "Automated Local Business Lead Generator using AI, Gmail & Telegram"
}
},
"typeVersion": 4.6
},
{
"id": "ff892256-4826-4d6b-a467-c25ac1feed85",
"name": "Basic LLM Chain1",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
2960,
-220
],
"parameters": {
"text": "=Business name: {{ $('Limit').item.json.title }}\nWebsite URL: {{ $('Limit').item.json.website }}\nWebsite content: {{ $('HTTP Request1').item.json.data }}\n",
"batching": {},
"messages": {
"messageValues": [
{
"message": "=Please help create a professional message to the business owner based on the following website content. Focus on a brief analysis and improvement suggestions, and conclude with an invitation to discuss with our digital agency.\n\nFormat the message like this:\n---\n\nWe visited [business name]'s website and found that [...].\n[Paragraph 2: Suggested technical/UX/SEO improvements in a polite and professional manner.]\n[Paragraph 3: Suggestion from the agency, including name and CTA.]\n\nUse a polite, clear, and concise style. Use emoji to make more interactive. Write in country code {{ $('Get row(s) in sheet').item.json['country code'] }} language."
}
]
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "d721c358-0fa8-4b76-ad68-81871439f497",
"name": "Zeile in Tabelle anhängen oder aktualisieren2",
"type": "n8n-nodes-base.googleSheets",
"position": [
3300,
-220
],
"parameters": {
"columns": {
"value": {
"data_id": "={{ $('Limit').item.json.data_id }}",
"web_summary": "={{ $json.text }}"
},
"schema": [
{
"id": "data_id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "data_id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "title",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "address",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "address",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "rating",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "rating",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "reviews",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews_link",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "reviews_link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "types",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "types",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "phone",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "phone",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "website",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "website",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "review_summary",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "review_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_1",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_1_status",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1_status",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "instagram",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "instagram",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "tiktok",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "tiktok",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "web_summary",
"type": "string",
"display": true,
"required": false,
"displayName": "web_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2_status",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2_status",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"data_id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1321933612,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=1321933612",
"cachedResultName": "results"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "Automated Local Business Lead Generator using AI, Gmail & Telegram"
}
},
"typeVersion": 4.6
},
{
"id": "da07d108-1e9a-4165-a00c-46a34ab0ef98",
"name": "Textnachricht senden1",
"type": "n8n-nodes-base.telegram",
"position": [
3520,
-220
],
"webhookId": "6f77a0b9-23cb-4a4b-8f23-c47f816e4fde",
"parameters": {
"text": "=----\n\nLatest Data for Follow Up\n\nBusiness Name: {{ $('Limit').item.json.title }}\nBusiness Types : {{ $('Limit').item.json.types }}\nLocation: {{ $('Limit').item.json.address }}\n\nWhatsapp Link: \n{{ $('Limit').item.json.phone }}\n\n----",
"chatId": "=YOUR_TELEGRAM_CHAT_ID",
"additionalFields": {
"appendAttribution": false
}
},
"typeVersion": 1.2
},
{
"id": "ed94c401-a892-44a4-ae30-7e15a23acfcc",
"name": "Split Out",
"type": "n8n-nodes-base.splitOut",
"position": [
640,
0
],
"parameters": {
"options": {},
"fieldToSplitOut": "local_results"
},
"executeOnce": true,
"typeVersion": 1
},
{
"id": "f9817682-0399-4635-82ba-9f9e9f8c1ddd",
"name": "Zeile(n) in Tabelle abrufen1",
"type": "n8n-nodes-base.googleSheets",
"position": [
1080,
0
],
"parameters": {
"options": {},
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1321933612,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=1321933612",
"cachedResultName": "results"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "Automated Local Business Lead Generator using AI, Gmail & Telegram"
}
},
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"typeVersion": 4.6
},
{
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"name": "If",
"type": "n8n-nodes-base.if",
"position": [
1300,
0
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "febcf30b-1a4b-4ac3-971a-dcb5f471dee0",
"operator": {
"type": "string",
"operation": "empty",
"singleValue": true
},
"leftValue": "={{ $json.review_summary }}",
"rightValue": ""
}
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}
},
"typeVersion": 2.2
},
{
"id": "373f6a6f-4bf1-4403-8ba2-01d7cd3bebd5",
"name": "Limit",
"type": "n8n-nodes-base.limit",
"position": [
1520,
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],
"parameters": {
"maxItems": 5
},
"typeVersion": 1
},
{
"id": "e2a8be2e-1476-491c-97c2-48a80d65006c",
"name": "Zeile in Tabelle anhängen oder aktualisieren3",
"type": "n8n-nodes-base.googleSheets",
"position": [
2060,
-100
],
"parameters": {
"columns": {
"value": {
"data_id": "={{ $('Limit').item.json.data_id }}",
"review_summary": "={{ $json.text }}"
},
"schema": [
{
"id": "data_id",
"type": "string",
"display": true,
"removed": false,
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"displayName": "data_id",
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{
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"type": "string",
"display": true,
"removed": true,
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"displayName": "title",
"defaultMatch": false,
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},
{
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"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "address",
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},
{
"id": "rating",
"type": "string",
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"displayName": "rating",
"defaultMatch": false,
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},
{
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"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "reviews",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "reviews_link",
"type": "string",
"display": true,
"removed": true,
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"displayName": "reviews_link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
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},
{
"id": "phone",
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"displayName": "phone",
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},
{
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"required": false,
"displayName": "website",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
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"type": "string",
"display": true,
"removed": false,
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"displayName": "review_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_1",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
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"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_1_status",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "instagram",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "instagram",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "tiktok",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "tiktok",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
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"removed": true,
"required": false,
"displayName": "web_summary",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "whatsapp_link_2_status",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "whatsapp_link_2_status",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"data_id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1321933612,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=1321933612",
"cachedResultName": "results"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit?usp=drivesdk",
"cachedResultName": "Automated Local Business Lead Generator using AI, Gmail & Telegram"
}
},
"typeVersion": 4.6
},
{
"id": "65bea1ea-2295-4e6d-8c63-4fbde97d1d1e",
"name": "HTTP Request1",
"type": "n8n-nodes-base.httpRequest",
"position": [
2540,
-220
],
"parameters": {
"url": "={{ $('Limit').item.json.website }}",
"options": {}
},
"executeOnce": true,
"typeVersion": 4.2
},
{
"id": "b9c345c3-f9ca-4620-85e5-fea50f92192e",
"name": "Code",
"type": "n8n-nodes-base.code",
"position": [
2740,
-680
],
"parameters": {
"jsCode": "const html = $json[\"data\"];\nconst ig = html.match(/https?:\\/\\/(www\\.)?instagram\\.com\\/[^\\s\"']+/i);\nconst tiktok = html.match(/https?:\\/\\/(www\\.)?tiktok\\.com\\/[^\\s\"']+/i);\n\nreturn [{\n json: {\n instagram: ig ? ig[0] : null,\n tiktok: tiktok ? tiktok[0] : null\n }\n}];\n"
},
"typeVersion": 2
},
{
"id": "f2d95980-fb2c-4d47-ac8a-cbd7d81e09cb",
"name": "OpenRouter Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
2960,
-40
],
"parameters": {
"model": "google/gemini-2.0-flash-exp:free",
"options": {}
},
"typeVersion": 1
},
{
"id": "e540d2bc-d534-44ac-9367-7c3c847fdc86",
"name": "No Operation, do nothing",
"type": "n8n-nodes-base.noOp",
"position": [
1520,
280
],
"parameters": {},
"typeVersion": 1
},
{
"id": "27a67c3f-249b-44c5-b500-e77812bf3369",
"name": "Code1",
"type": "n8n-nodes-base.code",
"position": [
2740,
-220
],
"parameters": {
"jsCode": "const html = $json[\"data\"] || \"\";\n\n// Fungsi bantu untuk ekstrak teks antar tag\nfunction extractTag(tag, html) {\n const regex = new RegExp(`<${tag}[^>]*>(.*?)<\\\\/${tag}>`, 'gis');\n const matches = [];\n let match;\n while ((match = regex.exec(html)) !== null) {\n const clean = match[1].replace(/<[^>]*>/g, '').trim();\n if (clean.length > 5) matches.push(clean);\n }\n return matches;\n}\n\n// Fungsi untuk ambil meta tag\nfunction extractMeta(name, html) {\n const regex = new RegExp(`<meta[^>]+name=[\"']${name}[\"'][^>]+content=[\"']([^\"']+)[\"']`, 'i');\n const match = regex.exec(html);\n return match ? match[1].trim() : '';\n}\n\n// Ambil bagian penting\nconst title = extractTag('title', html)[0] || '';\nconst description = extractMeta('description', html);\nconst keywords = extractMeta('keywords', html);\nconst headings = extractTag('h1', html).concat(extractTag('h2', html), extractTag('h3', html), extractTag('h4', html));\nconst paragraphs = extractTag('p', html).filter(p => p.length > 30 && p.length < 300);\nconst buttons = extractTag('button', html).concat(extractTag('a', html)).filter(t => /order|buy|join|shop|sign|book|start|contact|subscribe/i.test(t));\n\n// Hasil akhir\nconst summary = [\n `🔹 Title:\\n${title}`,\n `🔹 Description:\\n${description}`,\n `🔹 Keywords:\\n${keywords}`,\n `🔹 Headings:\\n${headings.slice(0, 5).join('\\n') || '(Tidak ditemukan)'}`,\n `🔹 Paragraf Penting:\\n${paragraphs.slice(0, 3).join('\\n\\n') || '(Tidak ditemukan)'}`,\n `🔹 CTA / Tombol:\\n${buttons.slice(0, 5).join('\\n') || '(Tidak ditemukan)'}`\n].join('\\n\\n');\n\nreturn [{ json: { simplified_summary: summary } }];\n"
},
"typeVersion": 2
},
{
"id": "f2af7012-3463-4e49-aa21-7c18625026c5",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-600,
-540
],
"parameters": {
"width": 540,
"height": 1240,
"content": "# Automated Local Business Lead Generator with AI, Social Media & WhatsApp Links\n\nThis workflow automates the process of generating and managing local business leads by scraping Google Maps data, analyzing business information with AI, and creating personalized outreach messages. The system searches for local businesses based on keywords and locations, extracts their contact information and reviews, then generates professional outreach messages tailored to each business. Results are stored in Google Sheets and notifications are sent via Telegram.\n\n\n📊 **Google Sheets Template**\nUse this template: [Local Business Lead Generator](https://docs.google.com/spreadsheets/d/1s1N_cAFoKtCsolQh4v3QZpqr8KmVzi7agKHr5MdBEBs/edit?usp=sharing)\n\n\n## 🔑 Key Features\n- 🔍 Searches Google Maps for local businesses using SerpAPI based on keywords and location parameters \n- 📋 Collects comprehensive business information including name, address, rating, reviews, phone numbers, and websites \n- 🤖 Uses OpenRouter's LLM to analyze business data and generate personalized outreach messages \n- 🌐 Analyzes business websites to provide targeted improvement suggestions \n- 📱 Automatically detects Instagram and TikTok profiles from business websites \n- 🗣️ Generates messages in the local language based on country code settings \n- 📊 Organizes and stores all collected data in Google Sheets with proper categorization \n- 🚀 Sends real-time updates and lead summaries via Telegram bot \n- 💬 Automatically creates WhatsApp links for easy business communication \n\n---\n\n## 🔧 Requirements\n- ✅ **SerpAPI Account + API Key** – For Google Maps business data extraction \n- ✅ **OpenRouter Account + API Key** – For AI-powered message generation and analysis \n- ✅ **Telegram Bot + API Token** – For notifications and bot interactions \n- ✅ **Google Sheets** – Connected to n8n for data storage \n- ✅ **Google Sheets Template** – Pre-configured with proper column structure \n\n---\n\n## 🎁 Benefits\n- Fully automated lead generation and outreach system \n- Saves time and increases efficiency for local business marketing \n- High personalization improves engagement and response rate \n- Scalable for any niche or location \n"
},
"typeVersion": 1
},
{
"id": "ee7d5e30-8c35-4278-96f9-97a31a3b3204",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-20,
-200
],
"parameters": {
"color": 2,
"width": 580,
"height": 380,
"content": "- Run workflows automatically based on a specified schedule.\n- Fetch data from a Google Sheet containing a list of keywords and search locations.\n- Send requests to SerpAPI to retrieve business data from Google Maps based on input from the Sheet."
},
"typeVersion": 1
},
{
"id": "cfacf4f1-b561-4e48-8306-63567d337f30",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
620,
-200
],
"parameters": {
"color": 4,
"width": 800,
"height": 380,
"content": "- Break the local results array from the SerpAPI JSON output into individual items for individual processing.\n- Save each business result to a Google Sheet (results tab), using the ID data as the matching column.\n- Retrieve data from the results sheet for further analysis or processing.\n- Filter unsummarized data for further processing."
},
"typeVersion": 1
},
{
"id": "82526c8d-2ff1-42b9-9de7-b3c56d49d96e",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1480,
-340
],
"parameters": {
"color": 5,
"width": 920,
"height": 560,
"content": "- Limit the number of items submitted to LLM for efficiency (e.g., only 5 businesses per batch)\n- Generate a review summary using a business information-based prompt.\n- The AI model used by the LLM Chain node above.\n- Save the review_summary results to Google Sheets (results tab), matching based on ID data.\n- Check if the business has a website for further processing."
},
"typeVersion": 1
},
{
"id": "3ed718a5-eab3-4bee-a114-14248fcb3f99",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
2720,
-400
],
"parameters": {
"color": 6,
"width": 500,
"height": 500,
"content": "- Fetch HTML content from a business website.\n- Extract important elements from the HTML using Regex, then organize them into a ready to use summary.\n- Provide an AI model for generating summaries."
},
"typeVersion": 1
},
{
"id": "4a093569-46b8-4066-ba07-b751f2003419",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
3260,
-400
],
"parameters": {
"color": 7,
"width": 500,
"height": 500,
"content": "- Save analysis results to Google Sheets.\n- Send automatic notifications to Telegram once data is processed and saved."
},
"typeVersion": 1
},
{
"id": "b138f46b-a0bd-43e0-89b6-b51e76178082",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
2720,
-840
],
"parameters": {
"color": 7,
"width": 500,
"height": 400,
"content": "- Find Instagram and TikTok account links from business website pages.\n- Save Instagram and TikTok extraction results to Google Sheets."
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "d17193ca-d795-492a-985a-4183538f81ab",
"connections": {
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"0ece857b-9e1e-4dc2-b368-71226683bd70": {
"ai_languageModel": [
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"f2d95980-fb2c-4d47-ac8a-cbd7d81e09cb": {
"ai_languageModel": [
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"type": "ai_languageModel",
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"933599b0-9cd8-4719-8c58-d3c6bae7c720": {
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"d721c358-0fa8-4b76-ad68-81871439f497": {
"main": [
[
{
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"type": "main",
"index": 0
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]
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},
"e2a8be2e-1476-491c-97c2-48a80d65006c": {
"main": [
[
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"type": "main",
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}
}
}Häufig gestellte Fragen
Wie verwende ich diesen Workflow?
Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.
Für welche Szenarien ist dieser Workflow geeignet?
Experte - Lead-Generierung, Multimodales KI
Ist es kostenpflichtig?
Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.
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Code
Telegram
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17 NodesBudi SJ
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Anzahl der Nodes29
Kategorie2
Node-Typen12
Autor
Budi SJ
@budisjI’m a Product Designer who also works as an Automation Developer. With a background in product design and systems thinking, I build user-centered workflows. My focus is on helping teams and businesses work more productively through impactful automation systems.
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