Scraping de leads de Google Maps a Airtable, extracción de información de contacto del Impressum con GPT
Este es unAI Summarization, Multimodal AIflujo de automatización del dominio deautomatización que contiene 31 nodos.Utiliza principalmente nodos como If, Set, Html, Wait, Filter. Extracción de clientes potenciales de Google Maps a Airtable, extracción de contacto a partir de Impressum con GPT
- •Clave de API de Airtable
- •Pueden requerirse credenciales de autenticación para la API de destino
- •Clave de API de OpenAI
Nodos utilizados (31)
Categoría
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"name": "Buscar Lugar",
"type": "n8n-nodes-base.httpRequest",
"position": [
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],
"parameters": {
"url": "https://maps.googleapis.com/maps/api/place/textsearch/json",
"options": {
"pagination": {
"pagination": {
"parameters": {
"parameters": [
{
"name": "pagetoken",
"value": "={{$response.body.next_page_token}}"
}
]
},
"maxRequests": 1,
"requestInterval": 20,
"limitPagesFetched": true
}
}
},
"sendQuery": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpQueryAuth",
"queryParameters": {
"parameters": [
{
"name": "query",
"value": "={{ $json.Suchbegriff }}"
},
{
"name": "pagetoken"
}
]
}
},
"credentials": {
"httpQueryAuth": {
"id": "VMmECAyj9TvECleR",
"name": "Query Auth account"
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{
"id": "2cb16f2f-2457-4f94-9a35-65c912ebc209",
"name": "Detalles del Lugar",
"type": "n8n-nodes-base.httpRequest",
"position": [
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"parameters": {
"url": "https://maps.googleapis.com/maps/api/place/details/json",
"options": {
"pagination": {
"pagination": {
"parameters": {
"parameters": [
{
"name": "next_page_token",
"value": "={{ $ifEmpty($response.body.next_page_token,\"\") }}"
}
]
},
"maxRequests": 1,
"requestInterval": 2,
"limitPagesFetched": true
}
}
},
"sendQuery": true,
"authentication": "genericCredentialType",
"genericAuthType": "httpQueryAuth",
"queryParameters": {
"parameters": [
{
"name": "place_id",
"value": "={{ $json.place_id }}"
}
]
}
},
"credentials": {
"httpQueryAuth": {
"id": "VMmECAyj9TvECleR",
"name": "Query Auth account"
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{
"id": "50d042a7-4fb4-46b7-a9b9-8eaea097329a",
"name": "OpenAI Chat Model",
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"position": [
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"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini",
"cachedResultName": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "Eycxhgo48HYdb8Jb",
"name": "Sul Mapsscraper"
}
},
"typeVersion": 1.2
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{
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"assignments": [
{
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"name": "Entscheidername",
"type": "string",
"value": "={{ $json.output.Entscheidername.split(',')[0] }}"
},
{
"id": "5d76f892-186e-4510-987d-598382d7eca5",
"name": "Entscheiderposition",
"type": "string",
"value": "={{ $ifEmpty($json.output.Entscheidername.split(',')[1],\"\") }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "97056b0f-bdea-43b8-9305-5b5d010ae6df",
"name": "Iterar sobre Elementos1",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1120,
752
],
"parameters": {
"options": {},
"batchSize": 5
},
"typeVersion": 3
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{
"id": "6f57f165-aec6-4e49-835e-2c22f7dd5726",
"name": "Esperar",
"type": "n8n-nodes-base.wait",
"position": [
1696,
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],
"webhookId": "d5f6e76a-cdca-4633-ac6f-373e5f6ee44e",
"parameters": {
"amount": 20
},
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},
{
"id": "1d2b0c45-a627-48aa-9c2a-c1a32ef838f9",
"name": "HTML",
"type": "n8n-nodes-base.html",
"position": [
1152,
1216
],
"parameters": {
"options": {},
"operation": "extractHtmlContent",
"extractionValues": {
"values": [
{
"key": "mainContent",
"cssSelector": "body",
"skipSelectors": "img, wp,nav, header, footer, aside, script, style, .sidebar, .ads, .ad, .advertisement, .breadcrumb, .cookies, .newsletter, .popup, .modal"
}
]
}
},
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"id": "cd11b2d4-04c3-4767-b376-a9dfec33c2ad",
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"position": [
672,
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"parameters": {
"options": {},
"batchSize": 5
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"id": "1deac6fc-1b84-4018-b500-cdecf5f38d7e",
"name": "Esperar2",
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"webhookId": "08940f1f-8b2e-4ff0-b238-d7090c26e3b9",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "34ab2c6a-8b45-4288-8f8c-fff2964eea96",
"name": "Cuando se Ejecuta por Otro Workflow",
"type": "n8n-nodes-base.executeWorkflowTrigger",
"position": [
-1568,
1232
],
"parameters": {
"workflowInputs": {
"values": [
{
"name": "Stadt,Land"
},
{
"name": "Suchbegriff"
}
]
}
},
"typeVersion": 1.1
},
{
"id": "5ed54e52-29ea-4646-ade7-491334e529a9",
"name": "Al hacer clic en 'Ejecutar workflow'",
"type": "n8n-nodes-base.manualTrigger",
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"name": "Ejecutar Workflow",
"type": "n8n-nodes-base.executeWorkflow",
"position": [
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],
"parameters": {
"options": {},
"workflowId": {
"__rl": true,
"mode": "list",
"value": "SLqoXTIjAZ8JXMs7",
"cachedResultName": "Maps Scraper"
},
"workflowInputs": {
"value": {
"Stadt,Land": "={{ $('Airtable2').item.json.Stadt }}, {{ $('Airtable2').item.json.Land }}",
"Suchbegriff": "Seo Agentur"
},
"schema": [
{
"id": "Stadt,Land",
"type": "string",
"display": true,
"required": false,
"displayName": "Stadt,Land",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Suchbegriff",
"type": "string",
"display": true,
"required": false,
"displayName": "Suchbegriff",
"defaultMatch": false,
"canBeUsedToMatch": true
}
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"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": true,
"convertFieldsToString": true
}
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"typeVersion": 1.2,
"alwaysOutputData": true
},
{
"id": "456fce84-9f8b-4300-a097-3a1bf507fbdd",
"name": "Airtable1",
"type": "n8n-nodes-base.airtable",
"position": [
-288,
1856
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "appjgzxHXkhxrtlfm",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm",
"cachedResultName": "Mapsscraper"
},
"table": {
"__rl": true,
"mode": "list",
"value": "tblTE2107lXjXarJz",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm/tblTE2107lXjXarJz",
"cachedResultName": "Städte"
},
"columns": {
"value": {
"id": "={{ $('Airtable2').item.json.id }}",
"Auswählen": "Check"
},
"schema": [
{
"id": "id",
"type": "string",
"display": true,
"removed": false,
"readOnly": true,
"required": false,
"displayName": "id",
"defaultMatch": true
},
{
"id": "Stadt",
"type": "string",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Stadt",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Land",
"type": "options",
"display": true,
"options": [
{
"name": "Deutschland",
"value": "Deutschland"
},
{
"name": "Österreich",
"value": "Österreich"
},
{
"name": "Schweiz",
"value": "Schweiz"
}
],
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Land",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Auswählen",
"type": "options",
"display": true,
"options": [
{
"name": "Check",
"value": "Check"
},
{
"name": "no Check",
"value": "no Check"
}
],
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Auswählen",
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"canBeUsedToMatch": true
}
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"matchingColumns": [
"id"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "upsert"
},
"credentials": {
"airtableTokenApi": {
"id": "HEHppsGbPM3Hiq6L",
"name": "s.said@aufcopilot.de linkedIN"
}
},
"executeOnce": true,
"typeVersion": 2.1
},
{
"id": "f78dbd0d-3cdc-411e-800d-893f59ac5232",
"name": "Airtable2",
"type": "n8n-nodes-base.airtable",
"position": [
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1744
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "appjgzxHXkhxrtlfm",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm",
"cachedResultName": "Mapsscraper"
},
"limit": 25,
"table": {
"__rl": true,
"mode": "list",
"value": "tblTE2107lXjXarJz",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm/tblTE2107lXjXarJz",
"cachedResultName": "Städte"
},
"options": {},
"operation": "search",
"returnAll": false
},
"credentials": {
"airtableTokenApi": {
"id": "HEHppsGbPM3Hiq6L",
"name": "s.said@aufcopilot.de linkedIN"
}
},
"typeVersion": 2.1
},
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"id": "5d906fab-24af-4812-85e4-0c3a2a77b2ad",
"name": "Iterar sobre Elementos2",
"type": "n8n-nodes-base.splitInBatches",
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"parameters": {
"options": {}
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{
"id": "45d43303-380f-40ad-bd52-f776a6754c67",
"name": "Filtro5",
"type": "n8n-nodes-base.filter",
"position": [
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1744
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "9894907d-cf03-45c8-833b-ed9d1c128783",
"operator": {
"type": "string",
"operation": "notEquals"
},
"leftValue": "={{ $json['Auswählen'] }}",
"rightValue": "Check"
},
{
"id": "087cdb6a-94b7-458f-87db-d8ca65cf4271",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.Land }}",
"rightValue": "Deutschland"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "f4c8f3d6-8275-4eda-a111-2030e7a80aff",
"name": "Nota Adhesiva",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1632,
1584
],
"parameters": {
"width": 1664,
"height": 544,
"content": "## Init Scraper for Each City\n\n* In Airtable, there is a list of cities used as search terms for Google Maps. The scraper processes them one by one to collect all businesses in each major city within a given country.\nDuring initialization, the scraper takes the city name as a parameter. Once a city is fully processed, it marks that city as “completed” in another column. This way, if the process is interrupted, it can resume with the next unchecked city."
},
"typeVersion": 1
},
{
"id": "63e40c33-b599-4d06-80dd-597e9db324d0",
"name": "ya extraídos",
"type": "n8n-nodes-base.airtable",
"position": [
-1344,
1232
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "appjgzxHXkhxrtlfm",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm",
"cachedResultName": "Mapsscraper"
},
"table": {
"__rl": true,
"mode": "list",
"value": "tblZDRAqzW1JKHzzU",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm/tblZDRAqzW1JKHzzU",
"cachedResultName": "Mapsscraper"
},
"options": {},
"operation": "search"
},
"credentials": {
"airtableTokenApi": {
"id": "HEHppsGbPM3Hiq6L",
"name": "s.said@aufcopilot.de linkedIN"
}
},
"typeVersion": 2.1
},
{
"id": "d4a854f8-76e7-4e0a-b44f-01437907bbfc",
"name": "Array todas las Empresas extraídas",
"type": "n8n-nodes-base.summarize",
"position": [
-1120,
1232
],
"parameters": {
"options": {},
"fieldsToSummarize": {
"values": [
{
"field": "Firmenname",
"aggregation": "concatenate"
}
]
}
},
"typeVersion": 1.1
},
{
"id": "785e14cf-b227-4a1b-bda1-b318dcd2d505",
"name": "Palabra de Búsqueda",
"type": "n8n-nodes-base.set",
"position": [
-896,
1232
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "c96ec75d-7aab-484f-8b30-87e25fd33b55",
"name": "Suchbegriff",
"type": "string",
"value": "={{ $('When Executed by Another Workflow').item.json.Suchbegriff }} {{ $('When Executed by Another Workflow').item.json['Stadt,Land'] }}"
}
]
}
},
"executeOnce": true,
"typeVersion": 3.4
},
{
"id": "5c6a8971-0c32-445d-ae7b-4866ea402c31",
"name": "Lugares ya extraídos",
"type": "n8n-nodes-base.if",
"position": [
-32,
1248
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "c6849881-5ead-415c-9df2-82844dc75144",
"operator": {
"type": "string",
"operation": "notContains"
},
"leftValue": "={{ $('Array all Companies scraped').item.json.concatenated_Firmenname }}",
"rightValue": "={{ $('Place Details').item.json.result.name }}"
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "0bd81c3b-ec89-4ae7-8819-ed554af15ffc",
"name": "Obtener URL del Impressum",
"type": "n8n-nodes-base.set",
"onError": "continueErrorOutput",
"position": [
400,
1392
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "af78fa47-9cb8-49a6-8a45-e96860b1a025",
"name": "result.website",
"type": "string",
"value": "={{ $json.result.website.extractUrl().extractDomain() }}/impressum"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "8330fdc2-6325-4280-b696-a83c7168c847",
"name": "Obtener HTML del Impressum",
"type": "n8n-nodes-base.httpRequest",
"onError": "continueErrorOutput",
"position": [
896,
1296
],
"parameters": {
"url": "=https://{{ $json.result.website }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "8e8e048c-86d4-44c4-a19e-903613b9ce42",
"name": "¿Impressums extraídos con éxito?",
"type": "n8n-nodes-base.filter",
"position": [
896,
752
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "c683a504-52b6-47fc-b42e-0ced16f25e45",
"operator": {
"type": "object",
"operation": "notExists",
"singleValue": true
},
"leftValue": "={{ $json.error }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "2f413fb2-18bc-41cb-8a60-36fef41706d4",
"name": "Información Relevante del Impressum",
"type": "@n8n/n8n-nodes-langchain.informationExtractor",
"position": [
1344,
656
],
"parameters": {
"text": "={{ $json.mainContent }}",
"options": {
"systemPromptTemplate": "Please extract the following information from the given HTML document:\n\nAn executive and their position (if available). Combine the person’s name and position into a single text format, e.g., \"Name, Position\". If no position or name is provided, leave name or position empty.\n\nThe phone number of the selected executive (if available).\n\nEmail address.\n\nIf no person (with a real name), position, or phone number is available, set the corresponding value to null"
},
"attributes": {
"attributes": [
{
"name": "Entscheidername",
"required": true,
"description": "Eine Führungskraft und deren Position (falls vorhanden). Kombiniere Personen Name und Position in einem einzigen Textformat wie: \"Name, Position\". Wenn keine Position oder personenname angegeben ist, lasse namen oder position leer"
},
{
"name": "Telefonnummer",
"description": "Die Telefonnummer der ausgewählten Führungskraft (falls vorhanden)."
},
{
"name": "Emailadresse",
"required": true,
"description": "idealerweise die emailadresse der Führungskraft, ansonsten irgendeine nur gültige Email adressen mit @"
}
]
}
},
"typeVersion": 1.1
},
{
"id": "61e6159d-80cd-4e30-81a0-c705a4fb1134",
"name": "Nota Adhesiva1",
"type": "n8n-nodes-base.stickyNote",
"position": [
336,
1136
],
"parameters": {
"color": 3,
"width": 1296,
"height": 496,
"content": "Get Impressum-Pages and scrape trough them\n"
},
"typeVersion": 1
},
{
"id": "faffe186-8d22-4510-a833-63afdb044ac6",
"name": "Nota Adhesiva2",
"type": "n8n-nodes-base.stickyNote",
"position": [
816,
576
],
"parameters": {
"color": 3,
"width": 1056,
"height": 496,
"content": "## Extract Relevant Information from Impressum HTML\n\nDecision Maker, Email, Telephone Number"
},
"typeVersion": 1
},
{
"id": "fe69bf9f-9825-46c3-970a-a79bccca9c08",
"name": "Email no Vacío",
"type": "n8n-nodes-base.filter",
"position": [
1408,
368
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "7bde4471-5c96-4f96-b830-af67cc60ad60",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{ $json.output.Emailadresse }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "c5ecdfbc-7e5f-499e-8688-304b61828f73",
"name": "Nota Adhesiva3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1392,
1072
],
"parameters": {
"color": 3,
"width": 1616,
"height": 400,
"content": "Check if the company has already been scraped → search for places using the search term → fetch detailed information via morePlaceDetails."
},
"typeVersion": 1
},
{
"id": "1f1ccdb0-24e1-430a-8aec-802acc6c680a",
"name": "Escribir en la Base de Datos",
"type": "n8n-nodes-base.airtable",
"position": [
1840,
368
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "appjgzxHXkhxrtlfm",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm",
"cachedResultName": "Mapsscraper"
},
"table": {
"__rl": true,
"mode": "list",
"value": "tblZDRAqzW1JKHzzU",
"cachedResultUrl": "https://airtable.com/appjgzxHXkhxrtlfm/tblZDRAqzW1JKHzzU",
"cachedResultName": "Mapsscraper"
},
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"Firmenname": "={{ $('Place Details').item.json.result.name }}",
"Suchbegriff": "={{ $('Searchword').item.json.Suchbegriff }}",
"Telefonnummer": "={{ $('Place Details').item.json.result.international_phone_number }}",
"Entscheidername": "={{ $json.Entscheidername }}",
"Entscheiderposition": "={{ $json.Entscheiderposition }}"
},
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},
{
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{
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},
{
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"displayName": "Entscheiderposition",
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},
{
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},
{
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"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Lead Summary",
"defaultMatch": false,
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},
{
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"removed": false,
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"displayName": "Suchbegriff",
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},
{
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"type": "string",
"display": true,
"removed": false,
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"displayName": "Linkedin",
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},
{
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"type": "options",
"display": true,
"options": [
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"value": "Ja"
},
{
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}
],
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}
],
"mappingMode": "defineBelow",
"matchingColumns": [
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],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "upsert"
},
"credentials": {
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"name": "s.said@aufcopilot.de linkedIN"
}
},
"typeVersion": 2.1
}
],
"pinData": {
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{
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}
]
},
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}¿Cómo usar este flujo de trabajo?
Copie el código de configuración JSON de arriba, cree un nuevo flujo de trabajo en su instancia de n8n y seleccione "Importar desde JSON", pegue la configuración y luego modifique la configuración de credenciales según sea necesario.
¿En qué escenarios es adecuado este flujo de trabajo?
Avanzado - Resumen de IA, IA Multimodal
¿Es de pago?
Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.
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Sulieman Said
@sulieman-said👋 Hi, I’m Sulieman – Founder of aufCopilot.de . I build custom n8n workflows, automations & AI integrations to help businesses save time and scale smarter. I share templates, answer questions and love exploring creative use cases – from lead generation to data workflows and AI-powered automations. 🚀 Always happy to connect, learn and contribute to the community.
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