Enriquecimiento de información de contactos

Avanzado

Este es unLead Generation, AI Summarizationflujo de automatización del dominio deautomatización que contiene 24 nodos.Utiliza principalmente nodos como If, Set, Code, Sort, Limit. 基于 Apollo、LinkedIn y GPT-4o de全面联系人信息丰富化,适用于 HubSpot

Requisitos previos
  • Clave de API de HubSpot
  • Pueden requerirse credenciales de autenticación para la API de destino
  • Clave de API de OpenAI
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
  "id": "t7e4sQzh96e0xaq7",
  "meta": {
    "instanceId": "219ad8a5631572c9ac16d4e2fec49250f591e94570ab0858fd2013d005c6d5c6",
    "templateCredsSetupCompleted": true
  },
  "name": "contact enrichment",
  "tags": [
    {
      "id": "0zTM91F1nQEHLKzN",
      "name": "template_upload",
      "createdAt": "2025-07-17T15:01:40.334Z",
      "updatedAt": "2025-07-17T15:01:40.334Z"
    }
  ],
  "nodes": [
    {
      "id": "dbf704c3-2b0e-4158-b5d8-ca1d138d141a",
      "name": "When Executed by Another Workflow",
      "type": "n8n-nodes-base.executeWorkflowTrigger",
      "position": [
        -336,
        752
      ],
      "parameters": {
        "workflowInputs": {
          "values": [
            {
              "name": "name"
            },
            {
              "name": "email"
            }
          ]
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "747be8f0-cf2b-412d-b7a9-93051ff0a11b",
      "name": "Enriquecer con Apollo",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        128,
        752
      ],
      "parameters": {
        "url": "https://api.apollo.io/api/v1/people/match",
        "method": "POST",
        "options": {},
        "sendQuery": true,
        "sendHeaders": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "reveal_personal_emails",
              "value": "false"
            },
            {
              "name": "reveal_phone_number",
              "value": "false"
            },
            {
              "name": "email",
              "value": "={{ $json.email }}"
            }
          ]
        },
        "headerParameters": {
          "parameters": [
            {
              "name": "Cache-Control",
              "value": "no-cache"
            },
            {
              "name": "accept",
              "value": "application/json"
            },
            {
              "name": "x-api-key",
              "value": "YOUR-API-KEY"
            }
          ]
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "3630169c-2677-4124-a19b-f9d1a2bfdcce",
      "name": "¿Encontrado?",
      "type": "n8n-nodes-base.if",
      "position": [
        352,
        752
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "8037609c-e921-4ef9-9d34-375a6bd471ad",
              "operator": {
                "type": "string",
                "operation": "exists",
                "singleValue": true
              },
              "leftValue": "={{ $json.person && ($json.person.name || $json.person.email) }}",
              "rightValue": ""
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "00a26c55-aa97-4255-b002-cb77bc1a8780",
      "name": "Enriquecer en HubSpot1",
      "type": "n8n-nodes-base.hubspot",
      "position": [
        3168,
        752
      ],
      "parameters": {
        "email": "={{ $json.output.email }}",
        "options": {},
        "authentication": "oAuth2",
        "additionalFields": {
          "city": "={{ $json.output.city }}",
          "country": "={{ $json.output.country_region }}",
          "jobTitle": "={{ $json.output.job_title }}",
          "customPropertiesUi": {
            "customPropertiesValues": [
              {
                "value": "={{ $json.output.linkedin_url }}",
                "property": "linkedin_account"
              },
              {
                "value": "={{ $json.output.experience_summary }}",
                "property": "experience_summary"
              },
              {
                "value": "={{ $json.output.education_summary }}",
                "property": "education_summary"
              },
              {
                "value": "={{ Math.floor(Date.now() / 86400000) * 86400000 }}",
                "property": "last_enrichment_date"
              },
              {
                "value": "={{ $json.output.recent_linkedin_activity }}",
                "property": "recent_linkedin_posts"
              }
            ]
          }
        }
      },
      "credentials": {
        "hubspotOAuth2Api": {
          "id": "DAzRcQP1uXfOKZuC",
          "name": "HubSpot account"
        }
      },
      "retryOnFail": true,
      "typeVersion": 2.1
    },
    {
      "id": "01dd3096-dcb3-4e0d-97ac-581a7d08b55f",
      "name": "Auto-fixing Output Parser2",
      "type": "@n8n/n8n-nodes-langchain.outputParserAutofixing",
      "position": [
        2672,
        912
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "b819ac28-783c-49d5-8125-fb824fd30661",
      "name": "Structured Output Parser2",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        2832,
        1040
      ],
      "parameters": {
        "jsonSchemaExample": "{\n  \"email\": \"testuser1@companydomain.com\",\n  \"linkedin_url\": \"http://www.linkedin.com/in/testuser1\",\n  \"job_title\": \"CEO & Co-Founder\",\n  \"city\": \"Denver\",\n  \"state\": \"Colorado\",\n  \"country_region\": \"United States\",\n  \"experience_summary\": \"User experience content\",\n  \"education_summary\": \"Education Level content\",\n  \"recent_linkedin_activity\": \"• Posted about winning 82 % of competitive deals and key sales mantras (6 hours ago)\\n• Shared guidance on setting realistic expectations for a new VP Sales’ impact (1 day ago)\"\n}"
      },
      "typeVersion": 1.2
    },
    {
      "id": "06391ddf-2071-4b80-86ad-85c922ae33c8",
      "name": "OpenAI Chat Model5",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        2672,
        1040
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4o-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "HH848Gw8QSS5TUKW",
          "name": "OpenAi"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3aa928c0-6f12-4f5c-9acb-018b0b87667e",
      "name": "Agente de resumen de enriquecimiento",
      "type": "@n8n/n8n-nodes-langchain.chainLlm",
      "position": [
        2528,
        752
      ],
      "parameters": {
        "text": "=Here’s the person data to enrich for CRM: \n{{ JSON.stringify($json, null, 2) }}\n\nHere's the recent activity to summarize for the CRM:\n{{ $json.recent_activity }}",
        "messages": {
          "messageValues": [
            {
              "message": "=# Overview\nYou are “HubSpot-Enrichment-Agent”, a data-cleaning assistant that converts messy person JSON enrichment data into concise, human-friendly fields ready to upsert into HubSpot. \n\n## OBJECTIVE\nReturn **one** JSON object with exactly these keys:\n\n{\n  \"email\": string|null,\n  \"linkedin_url\": string|null,\n  \"job_title\": string|null, // title at the company that matches the email domain\n  \"city\": string|null,\n  \"state\": string|null,\n  \"country_region\": string|null,\n  \"experience_summary\": string|null, // 3-4 recent roles, bullet list, newest → oldest\n  \"education_summary\": string|null, // highest degree(s) & institution(s), 1-2 lines\n  \"recent_linkedin_activity\": string|null\n}\n\n## RULES & LOGIC\n\n1. **Email, LinkedIn URL, City, Country/Region**  \n   *Pass through directly if present; else `null`.*\n\n2. **Job Title (relevant)**  \n   - Use the employment record whose `organization_name` (or website) shares the **same email domain** as `email`.  \n   - If no domain match, pick the most recent item where `current == true`.  \n   - Strip membership-only titles (“Member”, “Angel Investor”) unless no better option exists.\n\n3. **Experience Summary**  \n   - Sort `employment_history` by `start_date` DESC.  \n   - Select the first **3–4** roles that are either `current == true` _or_ have an `end_date` within the last 10 years.  \n   - Format each as:  \n     `• <Title>, <Org> — <YYYY-start> → <\"Present\" | YYYY-end>`  \n   - Join with line breaks.  Return `null` if list is empty.\n\n4. **Education Summary**  \n   - Look for the highest‐level degree (Doctorate > MBA/Master’s > Bachelor’s > Associate > Other).  \n   - Summarise as:  \n     `<Degree>, <Institution> (<YYYY-end>)`.  \n   - If multiple relevant degrees, include up to two lines.  \n   - If no education data, return `null`.\n\n5. **Recent LinkedIn Activity**  \n   - If a `recent_activity` or similar field exists, pull the latest **1-3** public posts or updates.  \n   - Summarise in plain text, e.g.,  \n     `“Commented on procurement AI article” (3 days ago)`  \n   - If no activity data, set to `null`. Do NOT make up activity.\n\n6. **Null handling**  \n   - Any missing or empty field **must** be literal `null` (not empty string).\n\n7. **Output style**  \n   - Pure JSON, no markdown.  \n   - No additional keys, comments, or nested objects.\n\n## Grammar and Punctuation\n  - ensure that your output is cleanly formatted for readiness to import into CRM, including removing uneceesary spaces or other symbols and capitalizing names. (e.g., \"sales director\" should become \"Sales Director\")\n\nReturn only that final JSON. Example output:\n{\n  \"email\": \"dustin.c@gatekeeperhq.com\",\n  \"linkedin_url\": \"https://www.linkedin.com/in/dustinclinard\",\n  \"job_title\": \"Chief Revenue Officer (CRO)\",\n  \"city\": \"Concord\",\n  \"country_region\": \"United States\",\n  \"experience_summary\": \"• Chief Revenue Officer, Gatekeeper — 2024 → Present\\n• Founding Member, Revenue Collective — 2019 → Present\\n• Member, Partnership Leaders — 2020 → Present\\n• Founder & Growth Consultant, Sales Growth Musings — 2016 → Present\",\n  \"education_summary\": null,\n  \"recent_linkedin_activity\": null\n}"
            }
          ]
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 1.6
    },
    {
      "id": "f3d84acb-fe43-4d14-ab74-97a0e5a336a7",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        48,
        592
      ],
      "parameters": {
        "color": 5,
        "width": 260,
        "height": 400,
        "content": "## Enrich with Apollo"
      },
      "typeVersion": 1
    },
    {
      "id": "8f9f9c6c-e9b9-4502-97a2-b4bf3c5a396c",
      "name": "Sticky Note2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        2448,
        608
      ],
      "parameters": {
        "color": 4,
        "width": 540,
        "height": 620,
        "content": "## Summarize enrichment data\nEnsure it's clean and matches our CRM needs"
      },
      "typeVersion": 1
    },
    {
      "id": "9cc13aca-f660-470f-addb-f17f51f725e7",
      "name": "Sticky Note3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        3104,
        608
      ],
      "parameters": {
        "color": 5,
        "width": 260,
        "height": 400,
        "content": "## Enrich HubSpot"
      },
      "typeVersion": 1
    },
    {
      "id": "6c4e7437-9a58-4aad-956c-268bb23920e8",
      "name": "Combinar",
      "type": "n8n-nodes-base.merge",
      "position": [
        2048,
        752
      ],
      "parameters": {
        "mode": "combine",
        "options": {
          "includeUnpaired": true
        },
        "combineBy": "combineByPosition"
      },
      "typeVersion": 3.1
    },
    {
      "id": "5f3436aa-94d0-46f9-83fd-e60726b8821c",
      "name": "OpenAI Chat Model6",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        2512,
        912
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "o3",
          "cachedResultName": "o3"
        },
        "options": {
          "responseFormat": "json_object"
        }
      },
      "credentials": {
        "openAiApi": {
          "id": "HH848Gw8QSS5TUKW",
          "name": "OpenAi"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "624d158e-08bc-42df-add7-9462b39cb8de",
      "name": "Obtener publicaciones recientes",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        832,
        912
      ],
      "parameters": {
        "url": "https://fresh-linkedin-profile-data.p.rapidapi.com/get-profile-posts",
        "options": {},
        "sendQuery": true,
        "sendHeaders": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "linkedin_url",
              "value": "={{ $json.person.linkedin_url }}"
            },
            {
              "name": "type",
              "value": "posts"
            }
          ]
        },
        "headerParameters": {
          "parameters": [
            {
              "name": "x-rapidapi-host",
              "value": "fresh-linkedin-profile-data.p.rapidapi.com"
            },
            {
              "name": "x-rapidapi-key",
              "value": "<YOUR API KEY>"
            }
          ]
        }
      },
      "retryOnFail": true,
      "typeVersion": 4.2,
      "alwaysOutputData": true
    },
    {
      "id": "45dfddb1-ad00-419b-8309-e91de878989d",
      "name": "Dividir",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        1040,
        912
      ],
      "parameters": {
        "options": {},
        "fieldToSplitOut": "data"
      },
      "typeVersion": 1,
      "alwaysOutputData": true
    },
    {
      "id": "6b392b08-3dff-4201-ba66-a979ac7d301a",
      "name": "Filtrar recompartidos y publicaciones antiguas",
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        912
      ],
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            "caseSensitive": true,
            "typeValidation": "loose"
          },
          "combinator": "and",
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              "operator": {
                "type": "boolean",
                "operation": "false",
                "singleValue": true
              },
              "leftValue": "={{ $json.reshared }}",
              "rightValue": ""
            },
            {
              "id": "8da29df1-cbfb-42cd-a85f-62b2b4647802",
              "operator": {
                "type": "dateTime",
                "operation": "afterOrEquals"
              },
              "leftValue": "={{ $json.posted }}",
              "rightValue": "={{$now.minus({ days: 30 }).toISO()}}"
            }
          ]
        },
        "looseTypeValidation": true
      },
      "typeVersion": 2.2,
      "alwaysOutputData": true
    },
    {
      "id": "466bbf0f-54e8-4c2c-9637-f70925329b72",
      "name": "Limitar a 3",
      "type": "n8n-nodes-base.limit",
      "position": [
        1680,
        912
      ],
      "parameters": {
        "maxItems": 3
      },
      "typeVersion": 1,
      "alwaysOutputData": true
    },
    {
      "id": "fa0bd77e-310e-4a64-83c9-c4f3b0fddb7a",
      "name": "Ordenar por fecha de publicación",
      "type": "n8n-nodes-base.sort",
      "position": [
        1488,
        912
      ],
      "parameters": {
        "options": {},
        "sortFieldsUi": {
          "sortField": [
            {
              "order": "descending",
              "fieldName": "posted"
            }
          ]
        }
      },
      "typeVersion": 1,
      "alwaysOutputData": true
    },
    {
      "id": "b45d1bb7-5a3f-43f6-ae9c-7a912e3b1114",
      "name": "Agregar",
      "type": "n8n-nodes-base.aggregate",
      "position": [
        1904,
        912
      ],
      "parameters": {
        "options": {},
        "aggregate": "aggregateAllItemData"
      },
      "typeVersion": 1,
      "alwaysOutputData": true
    },
    {
      "id": "c0e75ad6-08db-4bda-9c69-4067adcc4951",
      "name": "Iterar sobre elementos",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        624,
        784
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3,
      "alwaysOutputData": false
    },
    {
      "id": "69bd14dd-f6d8-4220-ba6b-dd17d2d1ea8b",
      "name": "Extraer campos",
      "type": "n8n-nodes-base.set",
      "position": [
        2272,
        752
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "19c926c1-da4e-44e2-abce-6d7d172cb0bb",
              "name": "person_data",
              "type": "string",
              "value": "={{ $json.person }}"
            },
            {
              "id": "62615717-7bc7-44c4-9304-7177dfcf3ee8",
              "name": "recent_activity",
              "type": "string",
              "value": "={{ $json.data }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "5b9ce241-42a6-468a-be87-2462248836af",
      "name": "Sticky Note5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        768,
        848
      ],
      "parameters": {
        "color": 5,
        "width": 1260,
        "height": 220,
        "content": "## Grab Recent LinkedIn Posts"
      },
      "typeVersion": 1
    },
    {
      "id": "f76caacf-bf40-4aa7-b48c-60ebf9c772a8",
      "name": "Limpiar",
      "type": "n8n-nodes-base.code",
      "position": [
        -128,
        752
      ],
      "parameters": {
        "jsCode": "/**********************************************************************\n *  Deduplicate contacts by email & drop empties\n *  Input:  items[] (each item = { json: { … } })\n *  Output: one item per unique, non-empty email\n **********************************************************************/\nconst normEmail = e => (typeof e === 'string' ? e.trim().toLowerCase() : '');\n\nconst seen  = new Set();\nconst clean = [];\n\nfor (const itm of items) {\n  // Handle both flat and nested structures\n  const data   = itm.json.output ?? itm.json;   // supports {output:{…}} too\n  const email  = normEmail(data.email);\n\n  if (!email || seen.has(email)) continue;      // skip blanks & dupes\n\n  seen.add(email);\n  clean.push({\n    json: {\n      name:  data.name  ?? null,\n      email // already normalised\n    }\n  });\n}\n\nreturn clean;"
      },
      "typeVersion": 2
    },
    {
      "id": "e95c04cb-b9e3-433d-b510-77e1b9b7abf2",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1632,
        848
      ],
      "parameters": {
        "height": 208,
        "content": "Decide how many posts you want to analyse"
      },
      "typeVersion": 1
    }
  ],
  "active": false,
  "pinData": {
    "When Executed by Another Workflow": [
      {
        "json": {
          "name": "People of intereset 1",
          "email": "test@companymail.com"
        }
      },
      {
        "json": {
          "name": "People of intereset 2",
          "email": "test2@companymail.com"
        }
      }
    ]
  },
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "ad6478e5-597d-450d-ab64-d506159731f2",
  "connections": {
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Preguntas frecuentes

¿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 - Generación de leads, Resumen de IA

¿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.

Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos24
Categoría2
Tipos de nodos18
Descripción de la dificultad

Adecuado para usuarios avanzados, flujos de trabajo complejos con 16+ nodos

Enlaces externos
Ver en n8n.io

Compartir este flujo de trabajo

Categorías

Categorías: 34