Análisis y optimización con IA de Google Search Console y Analytics

Avanzado

Este es unAIflujo de automatización del dominio deautomatización que contiene 29 nodos.Utiliza principalmente nodos como Set, Xml, Html, Sort, Wait, combinando tecnología de inteligencia artificial para lograr automatización inteligente. Análisis de datos y optimización con IA en Google Search Console y Analytics

Requisitos previos
  • 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": "Q0fs6FhvxUSO5kL4",
  "meta": {
    "instanceId": "bdce9ec27bbe2b742054f01d034b8b468d2e7758edd716403ad5bd4583a8f649",
    "templateCredsSetupCompleted": true
  },
  "name": "Google Search Console and Analytics Analysis with AI Optimizations",
  "tags": [],
  "nodes": [
    {
      "id": "4a4b478e-b5f8-4ddc-a6cc-48f1274cb5d6",
      "name": "Al hacer clic en 'Probar flujo de trabajo'",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        -300,
        -300
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "b52900dd-a2bd-42bb-8e1d-ce3cff259ec7",
      "name": "Iterar sobre elementos",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
        40,
        580
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 3
    },
    {
      "id": "1ebe691b-6b76-4956-b181-c2be251d48be",
      "name": "Nota adhesiva",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -40,
        480
      ],
      "parameters": {
        "width": 1620,
        "height": 640,
        "content": "## Get Google Data and Push It Through AI"
      },
      "typeVersion": 1
    },
    {
      "id": "7194a576-50ab-4df0-b6db-d6a74bcbb927",
      "name": "Forzar orden - Posiciones al final",
      "type": "n8n-nodes-base.merge",
      "position": [
        280,
        260
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "combineBy": "combineByPosition"
      },
      "typeVersion": 3
    },
    {
      "id": "be892b2b-6141-415c-a503-d4f7d467cc6a",
      "name": "Eliminar duplicados",
      "type": "n8n-nodes-base.removeDuplicates",
      "position": [
        940,
        -60
      ],
      "parameters": {
        "compare": "selectedFields",
        "options": {},
        "fieldsToCompare": "loc"
      },
      "typeVersion": 2
    },
    {
      "id": "ebb767ad-a8db-449a-8d52-56731248e9e5",
      "name": "Nota adhesiva1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        240,
        -140
      ],
      "parameters": {
        "width": 880,
        "height": 320,
        "content": "## Get All Pages From Sitemap"
      },
      "typeVersion": 1
    },
    {
      "id": "d421db5a-c224-44ef-a471-d64ca8ddaa69",
      "name": "Obtener sitemap XML",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        280,
        -60
      ],
      "parameters": {
        "url": "={{ $('Globals - CHANGE ME!').item.json.sitemap_url }}",
        "options": {}
      },
      "typeVersion": 4.2
    },
    {
      "id": "6bf0e08e-1cfa-4484-b953-cd215447d053",
      "name": "Convertir a JSON",
      "type": "n8n-nodes-base.xml",
      "position": [
        500,
        -60
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "b5ab24fc-8c0f-4158-9452-35fc682246ff",
      "name": "Separar en tabla",
      "type": "n8n-nodes-base.splitOut",
      "position": [
        720,
        -60
      ],
      "parameters": {
        "options": {},
        "fieldToSplitOut": "urlset.url"
      },
      "typeVersion": 1
    },
    {
      "id": "81c644b2-1de8-4f51-be73-ac2246fb3c5f",
      "name": "Límite para pruebas",
      "type": "n8n-nodes-base.limit",
      "position": [
        1400,
        -60
      ],
      "parameters": {
        "maxItems": 5
      },
      "typeVersion": 1
    },
    {
      "id": "77c271b5-99b9-4adf-8b7f-7dc0846325bd",
      "name": "Esperar para cumplir límites API",
      "type": "n8n-nodes-base.wait",
      "position": [
        900,
        500
      ],
      "webhookId": "51b5aeba-6be7-45d4-97fd-4e5cb5a8401b",
      "parameters": {
        "amount": 1
      },
      "typeVersion": 1.1
    },
    {
      "id": "00b83323-17ef-44a1-82b1-eb867e532556",
      "name": "Globales - ¡CÁMBIAME!",
      "type": "n8n-nodes-base.set",
      "position": [
        40,
        -60
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "be81885f-3f27-4edd-985d-8dd98908a197",
              "name": "sitemap_url",
              "type": "string",
              "value": "https://sailingbyte.com/sitemap.xml"
            },
            {
              "id": "c1f4c9ba-9222-4757-a89e-0d67af1d3944",
              "name": "search_console_selector",
              "type": "string",
              "value": "sc-domain:example.com"
            },
            {
              "id": "9c57f9cc-1e94-4174-b622-7533c7776bee",
              "name": "analysis_start_date",
              "type": "string",
              "value": "={{ $now.minus(30,'days').format('yyyy-MM-dd') }}"
            },
            {
              "id": "51dd8171-2300-4574-9c71-56793127bf4a",
              "name": "analysis_end_date",
              "type": "string",
              "value": "={{ $now.format('yyyy-MM-dd') }}"
            },
            {
              "id": "5e09cf25-80d9-44fe-9cf3-e2517bcfc6e6",
              "name": "analytics_selector_id",
              "type": "number",
              "value": 0
            },
            {
              "id": "5befd844-afe6-44c9-8ecd-c2741d838b19",
              "name": "report_receiver",
              "type": "string",
              "value": "email@eamil.com"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "cde1f4e7-f45d-4c64-906e-3b191550fc9a",
      "name": "Obtener estado GSC de página",
      "type": "n8n-nodes-base.httpRequest",
      "onError": "continueRegularOutput",
      "position": [
        280,
        560
      ],
      "parameters": {
        "url": "https://searchconsole.googleapis.com/v1/urlInspection/index:inspect",
        "method": "POST",
        "options": {},
        "sendQuery": true,
        "authentication": "predefinedCredentialType",
        "queryParameters": {
          "parameters": [
            {
              "name": "inspectionUrl",
              "value": "={{ $json.loc }}"
            },
            {
              "name": "siteUrl",
              "value": "={{ $('Globals - CHANGE ME!').first().json.search_console_selector }}"
            }
          ]
        },
        "nodeCredentialType": "googleOAuth2Api"
      },
      "credentials": {
        "googleOAuth2Api": {
          "id": "wWLEdLgRqrkoJMke",
          "name": "Google account"
        }
      },
      "retryOnFail": true,
      "typeVersion": 4.2,
      "waitBetweenTries": 5000
    },
    {
      "id": "c4856013-3111-4c04-b4d2-f92ad8f1cd88",
      "name": "Obtener estadísticas GSC de página",
      "type": "n8n-nodes-base.httpRequest",
      "onError": "continueRegularOutput",
      "position": [
        280,
        740
      ],
      "parameters": {
        "url": "=https://www.googleapis.com/webmasters/v3/sites/{{ $('Globals - CHANGE ME!').first().json.search_console_selector }}/searchAnalytics/query",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"startDate\": \"{{ $('Globals - CHANGE ME!').first().json.analysis_start_date }}\",\n  \"endDate\": \"{{ $('Globals - CHANGE ME!').first().json.analysis_end_date }}\",\n  \"type\": \"web\",\n  \"dimensionFilterGroups\": [\n    {\n      \"groupType\": \"AND\",\n      \"filters\": [\n        {\n          \"dimension\": \"page\",\n          \"operator\": \"contains\",\n          \"expression\": \"{{ $json.loc }}\"\n        }\n      ]\n    }\n  ]\n}",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "predefinedCredentialType",
        "nodeCredentialType": "googleOAuth2Api"
      },
      "credentials": {
        "googleOAuth2Api": {
          "id": "wWLEdLgRqrkoJMke",
          "name": "Google account"
        }
      },
      "retryOnFail": true,
      "typeVersion": 4.2,
      "waitBetweenTries": 5000
    },
    {
      "id": "b5e8f02d-320c-4fab-9e38-2a6dbb97e7b1",
      "name": "Combinar estado y estadísticas",
      "type": "n8n-nodes-base.merge",
      "position": [
        540,
        680
      ],
      "parameters": {
        "mode": "combine",
        "options": {},
        "combineBy": "combineByPosition",
        "numberInputs": 3
      },
      "typeVersion": 3.2
    },
    {
      "id": "c7ff4009-65be-4d4a-b3dd-f711e7cefebb",
      "name": "Modelo de chat OpenAI",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        660,
        880
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "o4-mini",
          "cachedResultName": "o4-mini"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "zjIZQuuuZMJpiUny",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "133cbc78-a835-4d6c-a366-187d3f2ca4b1",
      "name": "Obtener datos de Analytics Google",
      "type": "n8n-nodes-base.googleAnalytics",
      "position": [
        280,
        920
      ],
      "parameters": {
        "endDate": "={{ $('Globals - CHANGE ME!').first().json.analysis_end_date }}",
        "dateRange": "custom",
        "returnAll": true,
        "startDate": "={{ $('Globals - CHANGE ME!').first().json.analysis_start_date }}",
        "metricsGA4": {
          "metricValues": [
            {},
            {
              "listName": "screenPageViews"
            },
            {
              "listName": "userEngagementDuration"
            }
          ]
        },
        "propertyId": {
          "__rl": true,
          "mode": "id",
          "value": "={{ $('Globals - CHANGE ME!').first().json.analytics_selector_id }}"
        },
        "dimensionsGA4": {
          "dimensionValues": [
            {
              "listName": "pageLocation"
            }
          ]
        },
        "additionalFields": {
          "dimensionFiltersUI": {
            "filterExpressions": {
              "expression": {
                "stringFilter": [
                  {
                    "value": "={{ $json.loc }}",
                    "listName": "pageLocation",
                    "caseSensitive": false
                  }
                ]
              }
            }
          }
        }
      },
      "credentials": {
        "googleAnalyticsOAuth2": {
          "id": "4JVj7vMgAo09ILvS",
          "name": "Google Analytics account"
        }
      },
      "typeVersion": 2,
      "alwaysOutputData": true
    },
    {
      "id": "fc55254f-012b-4387-af4c-54211b386182",
      "name": "Solicitud HTTP",
      "type": "n8n-nodes-base.httpRequestTool",
      "position": [
        940,
        880
      ],
      "parameters": {
        "url": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('URL', ``, 'string') }}",
        "options": {},
        "toolDescription": "Make HTTP request to get page data so you can further analyze page for SEO optimizations"
      },
      "typeVersion": 4.2
    },
    {
      "id": "3658c627-a22b-4f4c-b2ee-33e9a361bb1e",
      "name": "Combinar salida IA con entrada IA",
      "type": "n8n-nodes-base.merge",
      "position": [
        1400,
        900
      ],
      "parameters": {},
      "typeVersion": 3.2
    },
    {
      "id": "b92d08c4-13a3-4c92-b37f-da3a7a5ee7dc",
      "name": "Markdown a HTML",
      "type": "n8n-nodes-base.markdown",
      "position": [
        1120,
        900
      ],
      "parameters": {
        "mode": "markdownToHtml",
        "options": {},
        "markdown": "={{ $json.output }}",
        "destinationKey": "output"
      },
      "typeVersion": 1
    },
    {
      "id": "a77ef66d-1313-43ee-b23f-c23a24529026",
      "name": "Conservar solo columnas valiosas",
      "type": "n8n-nodes-base.set",
      "position": [
        500,
        260
      ],
      "parameters": {
        "options": {
          "dotNotation": false,
          "ignoreConversionErrors": true
        },
        "assignments": {
          "assignments": [
            {
              "id": "6a86e547-b789-4319-886f-b06120967d64",
              "name": "loc",
              "type": "string",
              "value": "={{ $json.loc }}"
            },
            {
              "id": "8ba00cd3-e45a-439f-b703-8a42dd0628fa",
              "name": "inspectionResult.indexStatusResult.coverageState",
              "type": "string",
              "value": "={{ $json.inspectionResult.indexStatusResult.coverageState }}"
            },
            {
              "id": "b83dc435-cbb1-4dc3-8c7e-3af41201dbfe",
              "name": "output",
              "type": "string",
              "value": "={{ $json.output }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "fad58242-29c7-4c48-ae3f-667559cfd644",
      "name": "Cambiar a tabla HTML para envío",
      "type": "n8n-nodes-base.html",
      "position": [
        720,
        260
      ],
      "parameters": {
        "options": {},
        "operation": "convertToHtmlTable"
      },
      "typeVersion": 1.2
    },
    {
      "id": "3d737f97-9d5c-4f0c-8a2a-cbe98e0879d2",
      "name": "Enviar correo con informe completo",
      "type": "n8n-nodes-base.emailSend",
      "position": [
        940,
        260
      ],
      "webhookId": "843191c3-c853-43c1-9523-4661654fb58e",
      "parameters": {
        "html": "=<h2>Analysis is complete</h2>\n{{ $json.table }}\n\n",
        "options": {},
        "subject": "Your Analysis Is Complete",
        "toEmail": "={{ $('Globals - CHANGE ME!').first().json['report_receiver'] }}",
        "fromEmail": "={{ $('Globals - CHANGE ME!').first().json['report_receiver'] }}"
      },
      "credentials": {
        "smtp": {
          "id": "tkdzDgcUAt04af3B",
          "name": "SMTP account"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "8888143f-73ed-4ac7-84ee-b5b4bcf64c6e",
      "name": "Ordenar para pruebas",
      "type": "n8n-nodes-base.sort",
      "position": [
        1180,
        -60
      ],
      "parameters": {
        "type": "random"
      },
      "typeVersion": 1
    },
    {
      "id": "fd4431b6-8a0a-4a2b-a70b-17d3fc2f34b5",
      "name": "Nota adhesiva2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        1140,
        -140
      ],
      "parameters": {
        "color": 6,
        "width": 440,
        "height": 320,
        "content": "## Limit for Testing"
      },
      "typeVersion": 1
    },
    {
      "id": "b821114e-234c-4183-a957-d5048f366ecd",
      "name": "Nota adhesiva3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -20,
        -140
      ],
      "parameters": {
        "color": 4,
        "height": 320,
        "content": "## Setup Me First"
      },
      "typeVersion": 1
    },
    {
      "id": "2e0a5df7-7dd1-4ca7-b9e7-763928b32913",
      "name": "Nota adhesiva4",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        240,
        200
      ],
      "parameters": {
        "color": 3,
        "width": 1340,
        "height": 260,
        "content": "## Get Email Report"
      },
      "typeVersion": 1
    },
    {
      "id": "a16024d1-28a1-4b73-85b7-fc15e9620184",
      "name": "Nota adhesiva5",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -420,
        -140
      ],
      "parameters": {
        "color": 4,
        "width": 380,
        "height": 320,
        "content": "- sitemap_url - self exlpainatory\n- search_console_selector - for example \"sc-domain:sailingbyte.com\" but can be URL aswell- depends on how did you set up your search console\n- analysis_start_date and analysis_end_date - date range for analytics, by default last 30 days\n- analytics_selector_id - ID of Google Analytics setup, it is a large integer, you can find it in analytics url preceeded with letter \"p\", ex (your number is where there are X's): https://analytics.google.com/analytics/web/#/pXXXXXXXXX/reports/intelligenthome\n- report_receiver - email which will receive report "
      },
      "typeVersion": 1
    },
    {
      "id": "cd5d0d57-f04a-4094-8f26-855dd1051589",
      "name": "Analista SEO",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        780,
        680
      ],
      "parameters": {
        "text": "=You are professional SEO analyst and improver. You will receive in input data from Google Analytics and Google Search Console. Delivered data will be for single page.\n\nBased on this data, your task is to propose improvements, that are very specific to this page, and which will impact this web page positively. \n\nGeneral Data Evaluation:\n- How to get more users on this specific page\n- How to engage users more on this specific page\n- Analyze page itself for improvements\n- Look for potential issues in Google Analytics and Google Search Console data\n- Look for potential issues on website itself\n\nTechnical Evaluation:\n- Critical Fixes – Issues requiring immediate attention and resolution.\n- High-Impact Solutions – Simple adjustments that deliver significant results.\n- Enhancement Possibilities – Initiatives demanding greater investment but providing valuable long-term gains.\n\nContent Evaluation:\n- Keyword Strategy Assessment – Determine core and supporting search terms, evaluate keyword concentration levels, and examine strategic keyword positioning throughout the content.\n- Content Quality Review – Analyze the material's comprehensiveness, precision, and alignment with intended audience needs and expectations.\n- Accessibility and Clarity Analysis – Measure content comprehension difficulty through established readability frameworks including Flesch-Kincaid educational level, Flesch Reading Ease score, and Gunning-Fog complexity index.\n\nYou can add other improvement ideas, but they must be very specific to given page, no generalizations.\n\nWebsite is: {{ $json.pageLocation }}\n\nGoogle Analytics data is:\n- total users: {{ $json.totalUsers ?? 0}}\n- screen page views: {{ $json.screenPageViews ?? 0 }}\n- user engagement duration: {{ $json.userEngagementDuration ?? 0 }}\n\nGoogle Search Console data is:\n{{ $json.rows[0].toJsonString() }}\n\nIndexing status is as follows:\n{{ $json.inspectionResult.toJsonString() }}",
        "options": {},
        "promptType": "define"
      },
      "typeVersion": 2
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "callerPolicy": "workflowsFromSameOwner",
    "errorWorkflow": "5",
    "executionOrder": "v1",
    "saveManualExecutions": true,
    "saveDataSuccessExecution": "all"
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  "versionId": "dc23ed85-f60d-4a41-b7c1-19cd5ac272b4",
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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 - 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.

Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos29
Categoría1
Tipos de nodos19
Descripción de la dificultad

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

Autor
Łukasz

Łukasz

@lukaszpp

Developer, automation enthusiast and dedicated CTO/CEO

Enlaces externos
Ver en n8n.io

Compartir este flujo de trabajo

Categorías

Categorías: 34