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Summarize Glassdoor Company Info with Google Gemini and Bright Data Web Scraper

Summarize Glassdoor Company Info with Google Gemini and Bright Data Web Scraper. Uses manualTrigger, lmChatGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 14 nodes.

Event trigger★★★★☆ complexityAI-powered14 nodesLm Chat Google GeminiDocument Default Data LoaderText Splitter Recursive Character Text SplitterHttp RequestChain Summarization
General Trigger: Event Nodes: 14 Complexity: ★★★★☆ AI nodes: yes

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

Download .json
{
  "id": "DRjTkkZrfqMbhifO",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "name": "Summarize Glassdoor Company Info with Google Gemini and Bright Data Web Scraper",
  "tags": [
    {
      "id": "ddPkw7Hg5dZhQu2w",
      "name": "AI",
      "createdAt": "2025-04-13T05:38:08.053Z",
      "updatedAt": "2025-04-13T05:38:08.053Z"
    },
    {
      "id": "rKOa98eAi3IETrLu",
      "name": "HR",
      "createdAt": "2025-04-13T04:59:30.580Z",
      "updatedAt": "2025-04-13T04:59:30.580Z"
    }
  ],
  "nodes": [
    {
      "id": "b2f9fc15-9ccb-48be-ba3c-3a6033c39246",
      "name": "When clicking \u2018Test workflow\u2019",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        0,
        0
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "72ab6042-72f1-486e-9095-d17de2f441f4",
      "name": "Google Gemini Chat Model",
      "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
      "notes": "Gemini Experimental Model",
      "position": [
        1320,
        -180
      ],
      "parameters": {
        "options": {},
        "modelName": "models/gemini-2.0-flash-thinking-exp-01-21"
      },
      "credentials": {
        "googlePalmApi": {
          "name": "<your credential>"
        }
      },
      "notesInFlow": true,
      "typeVersion": 1
    },
    {
      "id": "58ac3287-2b92-4f09-85a3-9d5393dd9d2a",
      "name": "Default Data Loader",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "position": [
        1440,
        -177.5
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1
    },
    {
      "id": "ad734713-959c-4e09-ac19-4df6b102678e",
      "name": "Recursive Character Text Splitter",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "position": [
        1528,
        20
      ],
      "parameters": {
        "options": {},
        "chunkOverlap": 100
      },
      "typeVersion": 1
    },
    {
      "id": "350d4391-4ac2-469e-87ce-e3b84926f350",
      "name": "If",
      "type": "n8n-nodes-base.if",
      "position": [
        880,
        -350
      ],
      "parameters": {
        "options": {},
        "conditions": {
          "options": {
            "version": 2,
            "leftValue": "",
            "caseSensitive": true,
            "typeValidation": "strict"
          },
          "combinator": "and",
          "conditions": [
            {
              "id": "6a7e5360-4cb5-4806-892e-5c85037fa71c",
              "operator": {
                "type": "string",
                "operation": "equals"
              },
              "leftValue": "={{ $json.status }}",
              "rightValue": "ready"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "43449263-a73e-4d49-8c0f-3d36569e1d65",
      "name": "Set Snapshot Id",
      "type": "n8n-nodes-base.set",
      "position": [
        440,
        -275
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "2c3369c6-9206-45d7-9349-f577baeaf189",
              "name": "snapshot_id",
              "type": "string",
              "value": "={{ $json.snapshot_id }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "040aae51-d79d-408c-9d03-b6b81ed9e752",
      "name": "Sticky Note",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -40,
        -580
      ],
      "parameters": {
        "width": 400,
        "height": 200,
        "content": "## Note\n\nDeals with the Glassdoor data extraction by using the Bright Data Web Scrapper API.\n\nThe summarization chain is being used to demonstrate the usage of the N8N AI capabilities."
      },
      "typeVersion": 1
    },
    {
      "id": "885986ae-e9e6-48fe-816c-e8fd6f549158",
      "name": "Sticky Note1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        480,
        -580
      ],
      "parameters": {
        "width": 420,
        "height": 200,
        "content": "## LLM Usages\n\nGoogle Gemini Flash Exp model is being used.\n\nSummarization Chain is being used for summarization of the content"
      },
      "typeVersion": 1
    },
    {
      "id": "165e3335-cc5e-49d1-9eb5-7f196c5669aa",
      "name": "Check Snapshot Status",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        660,
        -280
      ],
      "parameters": {
        "url": "=https://api.brightdata.com/datasets/v3/progress/{{ $json.snapshot_id }}",
        "options": {},
        "sendHeaders": true,
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "b0125317-c557-4c38-b9b8-97528a75acb1",
      "name": "Download the Snapshot Response",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1100,
        -400
      ],
      "parameters": {
        "url": "=https://api.brightdata.com/datasets/v3/snapshot/{{ $('HTTP Request to Glassdoor').item.json.snapshot_id }}",
        "options": {
          "timeout": 10000
        },
        "sendQuery": true,
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "queryParameters": {
          "parameters": [
            {
              "name": "format",
              "value": "json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "ec6a6d52-0e67-4100-9b7a-966029628d8e",
      "name": "Wait for 30 seconds",
      "type": "n8n-nodes-base.wait",
      "position": [
        1100,
        -175
      ],
      "parameters": {
        "amount": 30
      },
      "typeVersion": 1.1
    },
    {
      "id": "0d77c2a9-b820-4943-a215-3f3663842b92",
      "name": "Summarization of Glassdoor Response",
      "type": "@n8n/n8n-nodes-langchain.chainSummarization",
      "position": [
        1336,
        -400
      ],
      "parameters": {
        "options": {},
        "operationMode": "documentLoader"
      },
      "typeVersion": 2
    },
    {
      "id": "f3753c8f-bd1d-454a-b77e-b2237030219d",
      "name": "Configure Webhook Notification",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        1720,
        -400
      ],
      "parameters": {
        "url": "https://webhook.site/ce41e056-c097-48c8-a096-9b876d3abbf7",
        "options": {},
        "sendBody": true,
        "bodyParameters": {
          "parameters": [
            {
              "name": "summary",
              "value": "={{ $json.response.text }}"
            }
          ]
        }
      },
      "typeVersion": 4.2
    },
    {
      "id": "d5cfc596-c2b8-486f-b410-8d537fca1cf6",
      "name": "HTTP Request to Glassdoor",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        220,
        0
      ],
      "parameters": {
        "url": "https://api.brightdata.com/datasets/v3/trigger",
        "method": "POST",
        "options": {},
        "jsonBody": "[\n  {\n    \"url\": \"https://www.glassdoor.co.uk/Overview/Working-at-Apple-EI_IE1138.11,16.htm\"\n  }\n]",
        "sendBody": true,
        "sendQuery": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "queryParameters": {
          "parameters": [
            {
              "name": "dataset_id",
              "value": "gd_l7j0bx501ockwldaqf"
            },
            {
              "name": "include_errors",
              "value": "true"
            }
          ]
        },
        "headerParameters": {
          "parameters": [
            {}
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 4.2
    }
  ],
  "active": false,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "50a2d845-ec43-4b97-8425-36105a8a8178",
  "connections": {
    "If": {
      "main": [
        [
          {
            "node": "Download the Snapshot Response",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Wait for 30 seconds",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Set Snapshot Id": {
      "main": [
        [
          {
            "node": "Check Snapshot Status",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Default Data Loader": {
      "ai_document": [
        [
          {
            "node": "Summarization of Glassdoor Response",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "Wait for 30 seconds": {
      "main": [
        [
          {
            "node": "Check Snapshot Status",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Check Snapshot Status": {
      "main": [
        [
          {
            "node": "If",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Google Gemini Chat Model": {
      "ai_languageModel": [
        [
          {
            "node": "Summarization of Glassdoor Response",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "HTTP Request to Glassdoor": {
      "main": [
        [
          {
            "node": "Set Snapshot Id",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Download the Snapshot Response": {
      "main": [
        [
          {
            "node": "Summarization of Glassdoor Response",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Recursive Character Text Splitter": {
      "ai_textSplitter": [
        [
          {
            "node": "Default Data Loader",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    },
    "When clicking \u2018Test workflow\u2019": {
      "main": [
        [
          {
            "node": "HTTP Request to Glassdoor",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Summarization of Glassdoor Response": {
      "main": [
        [
          {
            "node": "Configure Webhook Notification",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

About this workflow

Summarize Glassdoor Company Info with Google Gemini and Bright Data Web Scraper. Uses manualTrigger, lmChatGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Event-driven trigger; 14 nodes.

Source: https://github.com/Zie619/n8n-workflows — original creator credit. Request a take-down →

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