전략 고객 흐름: BrightData를 통해 Yelp과 Trustpilot 추출 + OpenAI 분석

• •Google 계정 및 Gmail API 인증 정보
• •대상 API의 인증 정보가 필요할 수 있음
• •Google Sheets API 인증 정보
• •Anthropic API Key
• •Google Gemini API Key

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  },
  "name": "Lead Workflow: Yelp & Trustpilot Scraping + OpenAI Analysis via BrightData",
  "tags": [],
  "nodes": [
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      "name": "폼 트리거 - 사용자 입력 수신",
      "type": "n8n-nodes-base.formTrigger",
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      "webhookId": "37d0e84c-0cda-47f8-826d-9ae5b22ba1d5",
      "parameters": {
        "options": {},
        "formTitle": "YelpDataScraper",
        "formFields": {
          "values": [
            {
              "fieldLabel": "country"
            },
            {
              "fieldLabel": "category "
            },
            {
              "fieldLabel": "location"
            }
          ]
        }
      },
      "typeVersion": 2.2
    },
    {
      "id": "80bd12f9-5fd0-4255-9834-d80838dfcba2",
      "name": "AI 위치 분석기",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
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      "parameters": {
        "text": "=You are an intelligent assistant helping to guide in location like i will give me some details like country location and business category so what you have to do give me some location names based in location (city).\n\nhere are some details:\n- Country: {{ $json.country }}\n- Location: {{ $json.location }}\n- Category: {{ $json['category '] }}\n\nnow analyse this city and find some sub placeces in this city and give me their name commas seperated for example we have a city Fort Worth so in Fort Worth there are many famous location or areas so you have to give some location and area name in this city.\n\n- ouput should be comma seperated.\n- do not include intro outro supporting text.\n- dont use special characters like $,*,# and more.",
        "options": {},
        "promptType": "define"
      },
      "typeVersion": 2
    },
    {
      "id": "7b6d4d3d-a76e-4b2f-8e75-d4a68da0b572",
      "name": "하위 위치 분할",
      "type": "n8n-nodes-base.code",
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        "jsCode": "// Get the input data\nconst category = $('Form Trigger - Get User Input').first().json['category '];\nconst country = $('Form Trigger - Get User Input').first().json.country;\nconst aiOutput = $input.first().json.output;\n\n// Clean and split the AI output to get individual locations\nconst locationsString = aiOutput.replace(/[{}]/g, '').trim(); // Remove curly braces\nconst locations = locationsString\n  .split(',')\n  .map(location => location.trim())\n  .filter(location => location.length > 0); // Remove empty strings\n\n// Create output array with each location as a separate item\nconst output = locations.map((location, index) => {\n  return {\n    id: index + 1,\n    category: category,\n    country: country,\n    location: location\n  };\n});\n\n// Return the transformed data\nreturn output;"
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      "name": "Yelp 위치 루프",
      "type": "n8n-nodes-base.splitInBatches",
      "position": [
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      "parameters": {
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    {
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      "type": "n8n-nodes-base.httpRequest",
      "position": [
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      "parameters": {
        "url": "https://api.brightdata.com/datasets/v3/trigger",
        "method": "POST",
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        "jsonBody": "={\n  \"input\": [\n    {\n      \"country\": \"{{ $json.country }}\",\n      \"location\": \"{{ $json.location }}\",\n      \"category\": \"{{ $json.category }}\"\n    }\n  ],\n  \"custom_output_fields\": [\n    \"name\",\n    \"overall_rating\",\n    \"reviews_count\",\n    \"categories\",\n    \"website\",\n    \"phone_number\",\n    \"address\",\n    \"url\"\n  ]\n}\n",
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              "value": "gd_lgugwl0519h1p14rwk"
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              "value": "true"
            },
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              "name": "type",
              "value": "discover_new"
            },
            {
              "name": "discover_by",
              "value": "search_filters"
            },
            {
              "name": "limit_per_input",
              "value": "10"
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        "headerParameters": {
          "parameters": [
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              "name": "Authorization",
              "value": "Bearer BRIGHT_DATA_API_KEY"
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      "type": "n8n-nodes-base.httpRequest",
      "position": [
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      "parameters": {
        "url": "=https://api.brightdata.com/datasets/v3/progress/{{ $json.snapshot_id }}",
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    {
      "id": "892f2e2e-9171-4c87-99e3-468c4621ee28",
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      "type": "n8n-nodes-base.wait",
      "position": [
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      ],
      "webhookId": "10b45556-5e91-4387-abd0-f9078b220286",
      "parameters": {
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        "amount": 1
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      "typeVersion": 1.1
    },
    {
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      "name": "Yelp 준비 확인",
      "type": "n8n-nodes-base.if",
      "position": [
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      ],
      "parameters": {
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            "caseSensitive": true,
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              "operator": {
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              },
              "leftValue": "={{ $json.status }}",
              "rightValue": "ready"
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      "typeVersion": 2.2
    },
    {
      "id": "3557f70e-29e6-4655-919a-997b9b905450",
      "name": "Yelp에 레코드가 있는 경우",
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      ],
      "parameters": {
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              "operator": {
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              "leftValue": "={{ $json.records }}",
              "rightValue": 0
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      "type": "n8n-nodes-base.httpRequest",
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      "parameters": {
        "url": "=https://api.brightdata.com/datasets/v3/snapshot/{{ $json.snapshot_id }}",
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              "value": "Bearer BRIGHT_DATA_API_KEY"
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      "position": [
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      ],
      "parameters": {
        "columns": {
          "value": {
            "URL": "={{ $json.url }}",
            "name": "={{ $json.name }}",
            "address": "={{ $json.address }}",
            "Phone No": "={{ $json.phone_number }}",
            "categories": "={{ $json.categories }}",
            "overall_rating": "={{ $json.name }}",
            "Company Website": "={{ $json.website }}"
          },
          "schema": [
            {
              "id": "overall_rating",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "overall_rating",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "URL",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "URL",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "name",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "name",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "categories",
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              "display": true,
              "required": false,
              "displayName": "categories",
              "defaultMatch": false,
              "canBeUsedToMatch": true
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            {
              "id": "Phone No",
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              "displayName": "Phone No",
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              "canBeUsedToMatch": true
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            {
              "id": "address",
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              "display": true,
              "required": false,
              "displayName": "address",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            },
            {
              "id": "Company Website",
              "type": "string",
              "display": true,
              "required": false,
              "displayName": "Company Website",
              "defaultMatch": false,
              "canBeUsedToMatch": true
            }
          ],
          "mappingMode": "defineBelow",
          "matchingColumns": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {},
        "operation": "append",
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/GOOGLE_SHEET_ID_PLACEHOLDER/edit#gid=0",
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        "documentId": {
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          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/GOOGLE_SHEET_ID_PLACEHOLDER/edit?usp=drivesdk",
          "cachedResultName": "Lead Generator Finder"
        }
      },
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "3GynTMfjoyPl1MTl",
          "name": "Google Sheets-Aksh"
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      },
      "typeVersion": 4.6
    },
    {
      "id": "70d7b107-8722-4269-8aaa-40c1c2f01ad6",
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      "type": "n8n-nodes-base.code",
      "position": [
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      ],
      "parameters": {
        "jsCode": "// Set to collect unique non-empty websites\nconst websites = new Set();\n\nfor (const item of items) {\n  const website = item.json[\"Company Website\"];\n  if (website && website.toString().trim() !== \"\") {\n    websites.add(website.toString().trim());\n  }\n}\n\n// Return one item per website\nreturn Array.from(websites).map(site => {\n  return {\n    json: {\n      website: site\n    }\n  };\n});\n"
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      "alwaysOutputData": true
    },
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      "name": "Yelp 시트 웹사이트 읽기",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        2020,
        -3540
      ],
      "parameters": {
        "options": {},
        "sheetName": {
          "__rl": true,
          "mode": "list",
          "value": "gid=0",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/GOOGLE_SHEET_ID_PLACEHOLDER/edit#gid=0",
          "cachedResultName": "Sheet1"
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          "mode": "list",
          "value": "1hJD3mDpa93IvPrnvo29FFfqQWEAjGHA_wGG5hfIlqlk",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/GOOGLE_SHEET_ID_PLACEHOLDER/edit?usp=drivesdk",
          "cachedResultName": "Lead Generator Finder"
        }
      },
      "credentials": {
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          "id": "3GynTMfjoyPl1MTl",
          "name": "Google Sheets-Aksh"
        }
      },
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      "alwaysOutputData": true
    },
    {
      "id": "092a5d61-79a4-4a73-8633-05d2a6482efc",
      "name": "Make Trustpilot URL",
      "type": "n8n-nodes-base.code",
      "position": [
        2200,
        -3540
      ],
      "parameters": {
        "jsCode": "return items.map(item => {\n  const rawUrl = item.json[\"Company Website\"] || \"\";\n  const cleanDomain = rawUrl.replace(/^https?:\\/\\//, \"\").replace(/\\/$/, \"\");\n  const trustpilotUrl = `https://www.trustpilot.com/review/${cleanDomain}`;\n\n  return {\n    json: {\n      \"Trustpilot Website URL\": trustpilotUrl\n    }\n  };\n});\n"
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        "sendHeaders": true,
        "specifyBody": "json",
        "queryParameters": {
          "parameters": [
            {
              "name": "dataset_id",
              "value": "gd_lm5zmhwd2sni130p"
            },
            {
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      ],
      "parameters": {
        "url": "=https://api.brightdata.com/datasets/v3/progress/{{ $json.snapshot_id }}",
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      ],
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    },
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      ],
      "webhookId": "7047efad-de41-4608-b95c-d3e0203ef620",
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      "position": [
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      ],
      "parameters": {
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        "conditions": {
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            "caseSensitive": true,
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          "conditions": [
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              "operator": {
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                "operation": "notEquals"
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              "leftValue": "={{ $json.records }}",
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      "typeVersion": 2.2
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      "id": "40ff595d-c011-4cf8-8353-a97ecf2ecdde",
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      "type": "n8n-nodes-base.httpRequest",
      "position": [
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      ],
      "parameters": {
        "url": "=https://api.brightdata.com/datasets/v3/snapshot/{{ $json.snapshot_id }}",
        "options": {},
        "sendQuery": true,
        "sendHeaders": true,
        "queryParameters": {
          "parameters": [
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              "name": "format",
              "value": "json"
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        "headerParameters": {
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              "name": "Authorization",
              "value": "Bearer BRIGHT_DATA_API_KEY"
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    },
    {
      "id": "0b535959-7c31-44c9-8d2d-4f3428f4e8dc",
      "name": "Trustpilot 데이터를 시트에 저장",
      "type": "n8n-nodes-base.googleSheets",
      "position": [
        1460,
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      ],
      "parameters": {
        "columns": {
          "value": {
            "Email": "={{ $json.company_email }}",
            "Rating": "={{ $json.review_rating }}",
            "Address": "={{ $json.company_location }}",
            "Company Name": "={{ $json.company_name }}",
            "Phone Number": "={{ $json.company_phone }}",
            "Company About": "={{ $json.company_about }}"
          },
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