Investigador de Redes con IA para Ventas
Este es unSales, AIflujo de automatización del dominio deautomatización que contiene 22 nodos.Utiliza principalmente nodos como Set, Merge, GoogleSheets, ManualTrigger, SplitInBatches, combinando tecnología de inteligencia artificial para lograr automatización inteligente. Investigador de redes con IA para uso en ventas
- •Credenciales de API de Google Sheets
- •Clave de API de OpenAI
Nodos utilizados (22)
Categoría
{
"meta": {
"instanceId": "2b1cc1a8b0a2fb9caab11ab2d5eb3712f9973066051b2e898cf4041a1f2a7757",
"templateId": "2324",
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "71b06728-7f59-49e3-9365-3281189a6659",
"name": "Al hacer clic en \"Probar flujo de trabajo\"",
"type": "n8n-nodes-base.manualTrigger",
"position": [
920,
340
],
"parameters": {},
"typeVersion": 1
},
{
"id": "b37019e3-c7ab-4119-986d-c27d082a036e",
"name": "Entrada",
"type": "n8n-nodes-base.set",
"position": [
1340,
340
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "fcc97354-b9f6-4459-a004-46e87902c77c",
"name": "company_input",
"type": "string",
"value": "={{ $json.input }}"
},
{
"id": "e5415c49-5204-45b1-a0e9-814157127b12",
"name": "row_number",
"type": "number",
"value": "={{ $json.row_number }}"
}
]
}
},
"typeVersion": 3.3
},
{
"id": "7d5d53ac-6d3c-4b24-97c7-deb6b76749e5",
"name": "Modelo de chat OpenAI",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
2020,
660
],
"parameters": {
"model": "gpt-4o",
"options": {
"temperature": 0.3
}
},
"credentials": {
"openAiApi": {
"id": "FMTQypGcsAwaRQdC",
"name": "OpenAi account"
}
},
"typeVersion": 1
},
{
"id": "24e2f3b0-8b90-49a9-bde6-0fb0c2baf52a",
"name": "Obtener contenido del sitio web",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
2580,
680
],
"parameters": {
"name": "get_website_content",
"source": "parameter",
"description": "This tool will return the text from the given URL. ",
"workflowJson": "{\n \"meta\": {\n \"templateCredsSetupCompleted\": true,\n \"instanceId\": \"2b1cc1a8b0a2fb9caab11ab2d5eb3712f9973066051b2e898cf4041a1f2a7757\"\n },\n \"nodes\": [\n {\n \"parameters\": {},\n \"id\": \"475eaf3c-7e11-457e-8b72-4d3e683e2f80\",\n \"name\": \"Execute Workflow Trigger\",\n \"type\": \"n8n-nodes-base.executeWorkflowTrigger\",\n \"typeVersion\": 1,\n \"position\": [\n 260,\n 340\n ]\n },\n {\n \"parameters\": {\n \"url\": \"={{ $json.query.url }}\",\n \"options\": {}\n },\n \"id\": \"321fbc74-d749-4f9b-954e-7cad37601ddf\",\n \"name\": \"Visit Website\",\n \"type\": \"n8n-nodes-base.httpRequest\",\n \"typeVersion\": 4.2,\n \"position\": [\n 440,\n 340\n ]\n },\n {\n \"parameters\": {\n \"operation\": \"extractHtmlContent\",\n \"extractionValues\": {\n \"values\": [\n {\n \"key\": \"body\",\n \"cssSelector\": \"html\",\n \"skipSelectors\": \"head\"\n }\n ]\n },\n \"options\": {\n \"cleanUpText\": true\n }\n },\n \"id\": \"6e51732a-4999-4805-838b-f692e9965197\",\n \"name\": \"HTML\",\n \"type\": \"n8n-nodes-base.html\",\n \"typeVersion\": 1.2,\n \"position\": [\n 620,\n 340\n ]\n }\n ],\n \"connections\": {\n \"Execute Workflow Trigger\": {\n \"main\": [\n [\n {\n \"node\": \"Visit Website\",\n \"type\": \"main\",\n \"index\": 0\n }\n ]\n ]\n },\n \"Visit Website\": {\n \"main\": [\n [\n {\n \"node\": \"HTML\",\n \"type\": \"main\",\n \"index\": 0\n }\n ]\n ]\n }\n },\n \"pinData\": {\n \"Execute Workflow Trigger\": [\n {\n \"query\": {\n \"url\": \"https://www.lemlist.com\"\n }\n }\n ]\n }\n}",
"jsonSchemaExample": "{\n\t\"url\": \"https://www.lemlist.com\"\n}",
"specifyInputSchema": true,
"responsePropertyName": "body"
},
"typeVersion": 1.1
},
{
"id": "ff7ab74c-dfc6-43ce-8c57-6edf935b4915",
"name": "SerpAPI - Buscar Google",
"type": "@n8n/n8n-nodes-langchain.toolSerpApi",
"position": [
2300,
660
],
"parameters": {
"options": {}
},
"credentials": {
"serpApi": {
"id": "ECK6FimAloRJOZMG",
"name": "SerpAPI account"
}
},
"typeVersion": 1
},
{
"id": "4fe311f2-4983-4380-b4ed-a827a406fce5",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
2880,
660
],
"parameters": {
"schemaType": "manual",
"inputSchema": "{\n\t\"type\": \"object\",\n\t\"properties\": {\n\t\t\"case_study_link\": {\n\t\t\t\"type\":[\"string\", \"null\"]\n\t\t},\n \t\t\"domain\": {\n\t\t\t\"type\": [\"string\", \"null\"]\n\t\t},\n \"linkedinUrl\": {\n\t\t\t\"type\": [\"string\", \"null\"]\n\t\t},\n \t\"market\": {\n\t\t\t\"type\": [\"string\", \"null\"]\n\t\t},\n\t\t\"cheapest_plan\": {\n\t\t\t\"type\": [\"number\", \"null\"]\n\t\t},\n\t\"has_enterprise_plan\": {\n\t\t\t\"type\": [\"boolean\", \"null\"]\n\t\t},\n\t\"has_API\": {\n\t\t\t\"type\": [\"boolean\", \"null\"]\n\t\t},\n\t\"has_free_trial\": {\n\t\t\t\"type\": [\"boolean\", \"null\"]\n\t\t},\n\t\"integrations\": {\n\t\t\t\"type\": [\"array\",\"null\"],\n \"items\": {\n\t\t\t\t\"type\": \"string\"\n\t\t\t}\n\t\t}\n\t}\n}"
},
"typeVersion": 1.2
},
{
"id": "89ed0723-4dbe-428d-b1a9-ebdf515e42bb",
"name": "Recorrer elementos",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1600,
340
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "34ea3862-e8e5-4bf2-a9aa-2ad084376bb5",
"name": "AI Researcher Output Data",
"type": "n8n-nodes-base.set",
"position": [
2960,
340
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "4109ca11-1bb8-4f5c-8bec-a962f44b0746",
"name": "domain",
"type": "string",
"value": "={{ $json.output.domain }}"
},
{
"id": "7f492768-375e-48fa-866b-644b2b5cbd68",
"name": "linkedinUrl",
"type": "string",
"value": "={{ $json.output.linkedinUrl }}"
},
{
"id": "e30b0d07-68db-45a1-9593-fd6ce24a1d50",
"name": "market",
"type": "string",
"value": "={{ $json.output.market }}"
},
{
"id": "0c03a51e-2c07-4583-85c6-d3d2ee81c5d1",
"name": "cheapest_plan",
"type": "number",
"value": "={{ $json.output.cheapest_plan }}"
},
{
"id": "0c9622d0-8446-4663-9a94-964b5df851f1",
"name": "has_enterprise_plan",
"type": "boolean",
"value": "={{ $json.output.has_enterprise_plan }}"
},
{
"id": "564cf6ea-457f-4762-bc19-6900b7d5743c",
"name": "has_API",
"type": "boolean",
"value": "={{ $json.output.has_API }}"
},
{
"id": "7fd39897-65c3-45d6-9563-8254f55ecef0",
"name": "has_free_trial",
"type": "boolean",
"value": "={{ $json.output.has_free_trial }}"
},
{
"id": "26477939-d407-4cae-92b2-9a9dc0f53a64",
"name": "integrations",
"type": "array",
"value": "={{ $json.output.integrations }}"
},
{
"id": "f0cc61d1-6b6b-4142-8627-4a4c721b19a1",
"name": "case_study_link",
"type": "string",
"value": "={{ $json.output.case_study_link }}"
}
]
}
},
"typeVersion": 3.3
},
{
"id": "ff1cb26d-6138-4ee1-9f28-4ecc80c1c8ae",
"name": "Hojas de Google - Actualizar fila con datos",
"type": "n8n-nodes-base.googleSheets",
"position": [
3600,
700
],
"parameters": {
"columns": {
"value": {
"domain": "={{ $json.domain }}",
"market": "={{ $json.market }}",
"row_number": "={{ $json.row_number }}",
"linkedinUrl": "={{ $json.linkedinUrl }}",
"integrations": "={{ $json.integrations }}",
"cheapest_plan": "={{ $json.cheapest_plan }}",
"has_free_trial": "={{ $json.has_free_trial }}",
"enrichment_status": "done",
"has_entreprise_plan": "={{ $json.has_enterprise_plan }}",
"last_case_study_link": "={{ $json.case_study_link }}"
},
"schema": [
{
"id": "input",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "input",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "domain",
"type": "string",
"display": true,
"required": false,
"displayName": "domain",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "linkedinUrl",
"type": "string",
"display": true,
"required": false,
"displayName": "linkedinUrl",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "has_free_trial",
"type": "string",
"display": true,
"required": false,
"displayName": "has_free_trial",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "cheapest_plan",
"type": "string",
"display": true,
"required": false,
"displayName": "cheapest_plan",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "has_entreprise_plan",
"type": "string",
"display": true,
"required": false,
"displayName": "has_entreprise_plan",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "last_case_study_link",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "last_case_study_link",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "market",
"type": "string",
"display": true,
"required": false,
"displayName": "market",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "integrations",
"type": "string",
"display": true,
"required": false,
"displayName": "integrations",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "enrichment_status",
"type": "string",
"display": true,
"required": false,
"displayName": "enrichment_status",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "row_number",
"type": "string",
"display": true,
"removed": false,
"readOnly": true,
"required": false,
"displayName": "row_number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"row_number"
]
},
"options": {},
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/19U7gAgkUEz6mbFcnygf1zKDdGvY6OAdUqq3bZQWgjxE/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "19U7gAgkUEz6mbFcnygf1zKDdGvY6OAdUqq3bZQWgjxE",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/19U7gAgkUEz6mbFcnygf1zKDdGvY6OAdUqq3bZQWgjxE/edit?usp=drivesdk",
"cachedResultName": "Enrich companies using AI agents"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "GC2OQl3Jvy543LT2",
"name": "Google Sheets account - perso"
}
},
"typeVersion": 4.3
},
{
"id": "6611f852-b4d6-4a07-9428-db206ef57cc3",
"name": "Fusionar datos",
"type": "n8n-nodes-base.merge",
"position": [
3240,
180
],
"parameters": {
"mode": "combine",
"options": {},
"combinationMode": "mergeByPosition"
},
"typeVersion": 2.1
},
{
"id": "2a19516b-33a1-4987-9b5f-242a084621e0",
"name": "Nota adhesiva",
"type": "n8n-nodes-base.stickyNote",
"position": [
380,
240
],
"parameters": {
"width": 409.0131656322444,
"height": 658.0614601225933,
"content": "## Read Me\n\nThis workflow allows you to do account research with the web using AI.\n\nThe advanced AI module has 2 capabilities: \n- Research Google using SerpAPI\n- Visit and get website content using a sub-workflow\n\n\nFrom an unstructured input like a domain or a company name. \n\nIt will return the following properties: \n- domain\n- company Linkedin Url\n- cheapest plan\n- has free trial\n- has entreprise plan\n- has API\n- market (B2B or B2C)\n\n\nThe strength of n8n here is that you can adapt this workflow to research whatever information you need.\n\nYou just have to precise it in the prompt and to precise the output format in the \"Strutured Output Parser\" module.\n\n[Click here to find more detailed instructions with video guide.](https://lempire.notion.site/AI-Web-research-with-n8n-a25aae3258d0423481a08bd102f16906)\n"
},
"typeVersion": 1
},
{
"id": "67d485c9-3289-4bb3-9523-cd24c0b1aa05",
"name": "Obtener filas para enriquecer",
"type": "n8n-nodes-base.googleSheets",
"position": [
1140,
340
],
"parameters": {
"options": {
"returnAllMatches": "returnAllMatches"
},
"filtersUI": {
"values": [
{
"lookupColumn": "enrichment_status"
}
]
},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/19U7gAgkUEz6mbFcnygf1zKDdGvY6OAdUqq3bZQWgjxE/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "19U7gAgkUEz6mbFcnygf1zKDdGvY6OAdUqq3bZQWgjxE",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/19U7gAgkUEz6mbFcnygf1zKDdGvY6OAdUqq3bZQWgjxE/edit?usp=drivesdk",
"cachedResultName": "Enrich companies using AI agents"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "GC2OQl3Jvy543LT2",
"name": "Google Sheets account - perso"
}
},
"typeVersion": 4.3
},
{
"id": "eb0c95e7-2211-48d1-abaf-07cd0c76d3a6",
"name": "Nota adhesiva1",
"type": "n8n-nodes-base.stickyNote",
"position": [
1540,
227.25301102878547
],
"parameters": {
"width": 300.49399096535876,
"height": 333.8263184006576,
"content": "### Process rows 1 by 1\nThis module will allow us to process rows 1 by 1"
},
"typeVersion": 1
},
{
"id": "8bf0deae-dda7-4e27-9ac7-978db14cca19",
"name": "Nota adhesiva2",
"type": "n8n-nodes-base.stickyNote",
"position": [
2740,
560
],
"parameters": {
"width": 300.49399096535876,
"height": 236.01118609685022,
"content": "Precise here the format in which you need the data to be "
},
"typeVersion": 1
},
{
"id": "dc4f1550-1e3c-4175-a2b3-10153dc2fd77",
"name": "Nota adhesiva3",
"type": "n8n-nodes-base.stickyNote",
"position": [
2180,
200.2582716310755
],
"parameters": {
"width": 300.49399096535876,
"height": 279.8787004666023,
"content": "### Ask AI what are the information you are looking for about the company"
},
"typeVersion": 1
},
{
"id": "70fc73a0-303b-46e1-822d-cebdbccf8e32",
"name": "Nota adhesiva4",
"type": "n8n-nodes-base.stickyNote",
"position": [
2220,
580
],
"parameters": {
"height": 248.91749449109562,
"content": "Get your free API key here https://serpapi.com/"
},
"typeVersion": 1
},
{
"id": "0c1dafa9-28fe-4ef4-b80e-d4034e16f6c0",
"name": "Disparador programado",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
920,
580
],
"parameters": {
"rule": {
"interval": [
{
"field": "hours",
"hoursInterval": 2
}
]
}
},
"typeVersion": 1.2
},
{
"id": "8b5ebee9-f519-4621-bf2a-12891794f2c5",
"name": "Nota adhesiva5",
"type": "n8n-nodes-base.stickyNote",
"position": [
820,
240
],
"parameters": {
"width": 266.12865147126786,
"height": 627.5654650079845,
"content": "Run the workflow manually or activate it to run it every 2 hours"
},
"typeVersion": 1
},
{
"id": "d7db2452-ba3d-4adb-bd8b-d17a92d1bce5",
"name": "AI company researcher",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
2200,
340
],
"parameters": {
"text": "=This is the company I want you to research info about:\n{{ $json.company_input }}\n\nReturn me:\n- the linkedin URL of the company\n- the domain of the company. in this format ([domain].[tld])\n- market: if they are B2B or B2C. Only reply by \"B2B\" or \"B2B\"\n- the lowest paid plan the company is offering. If you are not sure, reply null.\n- the latest case study URL published on the website (find case study hub using google, and return the first case study link)\n- tell me if the company offer an API\n- tell me if the company has an enterprise plan\n- tell me if the company has a free trial mentionned in their homepage. reply false if you don't find strong evidence.\n- return an array with up to 5 tools the company is integrated with",
"options": {
"maxIterations": 10
},
"promptType": "define",
"hasOutputParser": true
},
"typeVersion": 1.6
},
{
"id": "f7896dbd-5c15-44e9-96ca-c695a66562cc",
"name": "Search Google with ScrapingBee",
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"position": [
2300,
1140
],
"parameters": {
"name": "search_google",
"source": "parameter",
"description": "Call this tool to get results from a google search.",
"workflowJson": "{\n \"meta\": {\n \"templateCredsSetupCompleted\": true,\n \"instanceId\": \"2b1cc1a8b0a2fb9caab11ab2d5eb3712f9973066051b2e898cf4041a1f2a7757\"\n },\n \"nodes\": [\n {\n \"parameters\": {},\n \"id\": \"fbb17d8d-e2dc-46ae-aba4-8c27cc9d8766\",\n \"name\": \"Execute Workflow Trigger\",\n \"type\": \"n8n-nodes-base.executeWorkflowTrigger\",\n \"typeVersion\": 1,\n \"position\": [\n 20,\n 460\n ]\n },\n {\n \"parameters\": {\n \"url\": \"https://app.scrapingbee.com/api/v1/store/google\",\n \"authentication\": \"genericCredentialType\",\n \"genericAuthType\": \"httpQueryAuth\",\n \"sendQuery\": true,\n \"queryParameters\": {\n \"parameters\": [\n {\n \"name\": \"search\",\n \"value\": \"={{ $json.query.google_search_query }}\"\n },\n {\n \"name\": \"language\",\n \"value\": \"en\"\n },\n {\n \"name\": \"nb_results\",\n \"value\": \"5\"\n }\n ]\n },\n \"options\": {}\n },\n \"id\": \"b938a2bd-030e-46d7-adee-4e3c85cfc1b3\",\n \"name\": \"Search Google\",\n \"type\": \"n8n-nodes-base.httpRequest\",\n \"typeVersion\": 4.2,\n \"position\": [\n 300,\n 460\n ],\n \"credentials\": {\n \"httpQueryAuth\": {\n \"id\": \"Pb2CIMT0tN838QPy\",\n \"name\": \"ScrapingBee\"\n }\n }\n },\n {\n \"parameters\": {\n \"assignments\": {\n \"assignments\": [\n {\n \"id\": \"096fee70-444e-4948-816c-752b20786062\",\n \"name\": \"response\",\n \"value\": \"={{ $json.organic_results }}\",\n \"type\": \"array\"\n }\n ]\n },\n \"options\": {}\n },\n \"id\": \"c5db1fb6-d875-47d2-97db-287777583f22\",\n \"name\": \"Response\",\n \"type\": \"n8n-nodes-base.set\",\n \"typeVersion\": 3.3,\n \"position\": [\n 520,\n 460\n ]\n }\n ],\n \"connections\": {\n \"Execute Workflow Trigger\": {\n \"main\": [\n [\n {\n \"node\": \"Search Google\",\n \"type\": \"main\",\n \"index\": 0\n }\n ]\n ]\n },\n \"Search Google\": {\n \"main\": [\n [\n {\n \"node\": \"Response\",\n \"type\": \"main\",\n \"index\": 0\n }\n ]\n ]\n }\n },\n \"pinData\": {\n \"Execute Workflow Trigger\": [\n {\n \"query\": {\n \"google_search_query\": \"site:lemlist.com pricing\"\n }\n }\n ]\n }\n}",
"jsonSchemaExample": "{\n\t\"google_search_query\": \"site:lemlist.com pricing\"\n}",
"specifyInputSchema": true
},
"typeVersion": 1.1
},
{
"id": "7a89c803-8145-49c2-aafe-ec2aff0b2fbc",
"name": "Nota adhesiva6",
"type": "n8n-nodes-base.stickyNote",
"position": [
2220,
940
],
"parameters": {
"height": 340.14969579315925,
"content": "Instead of SERP API module, you can also use this custom module for ScrapingBee. It is more cost-efficient.\n\nGet your free API key here https://www.scrapingbee.com/"
},
"typeVersion": 1
},
{
"id": "79eff129-790b-46da-bef3-899eb6db3ced",
"name": "Nota adhesiva7",
"type": "n8n-nodes-base.stickyNote",
"position": [
1100,
-20
],
"parameters": {
"width": 194.6864335083109,
"height": 525.6560478822986,
"content": "In this workflow, I use Google Sheets to store the results. \n\nYou can use my template to get started faster:\n\n1. [Click on this link to get the template](https://docs.google.com/spreadsheets/d/1vR6s2nlTwu01v3GP7wvSRWS5W49FJIh20ZF7AUkmMDo/edit?usp=sharing)\n2. Make a copy of the Sheets\n3. Add the URL to this node and the node **\"Google Sheets - Update Row with data\"**\n\n\n"
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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 - Ventas, Inteligencia Artificial
¿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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Lucas Perret
@lucasperretCompartir este flujo de trabajo