Generación de Leads Potenciales Impulsada por IA usando Apollo, GPT-4 y Telegram hacia Base de Datos

• •Información de conexión de la base de datos PostgreSQL
• •URL y Clave de API de Supabase
• •Bot Token de Telegram
• •Clave de API de OpenAI

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        "jsCode": "/************************************************************\n * Build Apollo People-search URL from parser output\n * Handles both shapes:\n *   { query: [ { … } ] }      ← array\n *   { query: { … } }          ← object\n ************************************************************/\n\n// 1. Obtener el JSON que llega del nodo anterior\nconst inputData = $json;\n\n// 2. Normalizar para que paramsData siempre sea un objeto\nlet paramsData;\n\nif (Array.isArray(inputData.query)) {\n  // Caso antiguo: query es un array\n  paramsData = inputData.query[0];\n} else if (inputData.query) {\n  // Caso nuevo: query es un objeto\n  paramsData = inputData.query;\n} else {\n  throw new Error('Falta la propiedad \"query\" en el input');\n}\n\n// 3. URL base de Apollo (interfaz web)\n//    Para llamar a la API REST cambia a https://api.apollo.io/v1/mixed_people/search\nconst baseURL = 'https://app.apollo.io/#/people';\n\n// 4. Construir los parámetros dinámicos\nconst queryParts = [\n  'sortByField=recommendations_score',\n  'sortAscending=false',\n  'page=1',\n];\n\n// Helper para arrays → personTitles[]=ceo\nconst addArrayParams = (paramName, values) => {\n  values.forEach((val) => {\n    const decoded = val.replace(/\\+/g, ' ');          // “barcelona+spain” ⇒ “barcelona spain”\n    queryParts.push(`${paramName}[]=${encodeURIComponent(decoded)}`);\n  });\n};\n\n// job_title → personTitles[]\nif (Array.isArray(paramsData.job_title)) {\n  addArrayParams('personTitles', paramsData.job_title);\n}\n\n// location → personLocations[]\nif (Array.isArray(paramsData.location)) {\n  addArrayParams('personLocations', paramsData.location);\n}\n\n// business → qOrganizationKeywordTags[]\nif (Array.isArray(paramsData.business)) {\n  addArrayParams('qOrganizationKeywordTags', paramsData.business);\n}\n\n// campos estáticos\nqueryParts.push('includedOrganizationKeywordFields[]=tags');\nqueryParts.push('includedOrganizationKeywordFields[]=name');\n\n// 5. Montar la URL final\nconst finalURL = `${baseURL}?${queryParts.join('&')}`;\n\n// 6. Devolver resultado\nreturn [{ json: { finalURL } }];\n"
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        "tableId": "Leads_n-mail",
        "fieldsUi": {
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            {
              "fieldId": "firstName",
              "fieldValue": "={{ $json.firstName }}"
            },
            {
              "fieldId": "emailAddress"
            },
            {
              "fieldId": "linkedInURL"
            },
            {
              "fieldId": "jobTitle",
              "fieldValue": "={{ $json.jobTitle }}"
            },
            {
              "fieldId": "companyName",
              "fieldValue": "={{ $json.companyName }}"
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              "fieldId": "location",
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              "fieldId": "websiteURL",
              "fieldValue": "={{ $json.websiteURL }}"
            },
            {
              "fieldId": "businessIndustry",
              "fieldValue": "={{ $json.businessIndustry }}{{ $('Apollo Scraper').item.json.organization.industry }}"
            },
            {
              "fieldId": "lastName",
              "fieldValue": "={{ $json.lastName }}"
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              "name": "output",
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              "value": "={{ $input.all().length }} new contacts have been added to the Google Sheet!"
            }
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        "chatId": "5656980243",
        "additionalFields": {
          "appendAttribution": false
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      "webhookId": "75096a78-a466-4f4e-bc0d-f68e9e952231",
      "parameters": {
        "updates": [
          "message"
        ],
        "additionalFields": {}
      },
      "credentials": {
        "telegramApi": {
          "id": "U8xdVwgLeiKDKbuS",
          "name": "lead chat"
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      },
      "typeVersion": 1.1
    },
    {
      "id": "94c7143e-4b6a-48a5-bfa8-1533f99ed78e",
      "name": "Nota Adhesiva",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2880,
        -520
      ],
      "parameters": {
        "color": 3,
        "width": 860,
        "height": 600,
        "content": "# First step: recieve the message via audio or text"
      },
      "typeVersion": 1
    },
    {
      "id": "e6f0b89f-c519-4d5a-9c0a-c226636f7144",
      "name": "Nota Adhesiva1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -2000,
        -520
      ],
      "parameters": {
        "width": 580,
        "height": 600,
        "content": "# Create the json for the url"
      },
      "typeVersion": 1
    },
    {
      "id": "34f4f9e6-570a-4379-b2a7-740b420d66ac",
      "name": "Nota Adhesiva2",
      "type": "n8n-nodes-base.stickyNote",
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      "parameters": {
        "color": 6,
        "width": 1400,
        "height": 800,
        "content": "## Who’s it for\nGrowth hackers, SDR teams, and founders who collect lead requests via Telegram (voice or text) and want those leads scraped, verified, de-duplicated, and stored in a single Supabase table—hands-free.\n\n## How it works\n1. **Telegram trigger** captures a user’s text or voice note.  \n2. **OpenAI Whisper + GPT agent** parse the message and build a structured search query.  \n3. A **Code node** crafts a people-search URL, then an **HTTP request** calls the Apify Apollo-io Scraper to pull up to 500 contacts.  \n4. **Filters** keep only “verified” emails and compare them to a Postgres list of already-scraped addresses to avoid duplicates.  \n5. Fresh contacts are inserted into the Supabase table **Leads_n-mail**, and the bot replies with a count of new rows added. :contentReference[oaicite:0]{index=0}\n\n## How to set up\n1. Replace the hard-coded Apify token in **Apollo Scraper** with an environment variable.  \n2. Add OpenAI credentials for Whisper & GPT nodes.  \n3. Point the Postgres “dedupe” node at your existing email table (or skip it).  \n4. Update the Supabase connection and table name, then test with a sample voice note.\n\n### Supabase column headers  \n`firstName | lastName | emailAddress | linkedInURL | jobTitle | companyName | location | country | websiteURL | businessIndustry | seniority | number`\n\n## Requirements\n- Telegram Bot token  \n- OpenAI API key  \n- Apify account with Apollo-io Scraper actor  \n- Supabase project credentials (or swap for Airtable/Sheets)  \n- n8n v0.231+ self-hosted or Cloud\n\n## How to customize the workflow\n- **Change the prompt** to capture extra fields (e.g., funding stage).  \n- **Adjust totalRecords** in the HTTP node to pull more or fewer leads.  \n- **Swap storage**—write to Airtable, HubSpot, or Sheets instead of Supabase.  \n- **Add enrichment**—insert Clearbit or Hunter steps before the insert.\n\n"
      },
      "typeVersion": 1
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    {
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      "name": "Nota Adhesiva3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1380,
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      ],
      "parameters": {
        "color": 5,
        "width": 880,
        "height": 280,
        "content": "## Scrape the leads from apify actor"
      },
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    {
      "id": "e712997f-35f4-45b3-a07b-1b4f38967292",
      "name": "Nota Adhesiva4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
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      "parameters": {
        "height": 240,
        "content": "## Insert the new leads to your database\n\n*can be airtable/sheets/supabase"
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      "parameters": {
        "mode": "raw",
        "options": {},
        "jsonOutput": "={\n  \"query\": {{ $json.output }}\n}\n\n"
      },
      "typeVersion": 3.4
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    {
      "id": "20b67f44-e172-4e68-ba98-d26aad440cc9",
      "name": "Agente de scraping",
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      "position": [
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      ],
      "parameters": {
        "text": "={{ $json.text }}",
        "options": {
          "systemMessage": "=# Role\nYou are LeadChat. Your single job is to return a **JSON array of one object** that tells the sub-workflow what to scrape.\n\n# Required JSON schema\n```json\n[\n  {\n    \"location\": [\"city+country\"],      // lowercase, spaces→+\n    \"business\": [\"industry\"],          // lowercase, words→+\n    \"job_title\": [\"role\"]              // lowercase, words→+\n  }\n]\n"
        },
        "promptType": "define",
        "hasOutputParser": true
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      "typeVersion": 1.9
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      "id": "e71f90ea-9a6e-4617-b321-4eb3f54b3613",
      "name": "Ejecutar un Actor",
      "type": "@apify/n8n-nodes-apify.apify",
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      "parameters": {
        "build": "latest",
        "actorId": {
          "__rl": true,
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