YouTube 클로버
고급
이것은Market Research분야의자동화 워크플로우로, 21개의 노드를 포함합니다.주로 Set, Sort, Wait, Limit, Filter 등의 노드를 사용하며. 자동筛选과 관련성 평점을 사용하여 우수한 YouTube 비디오를 Google 스프레드시트에 저장합니다.
사전 요구사항
- •대상 API의 인증 정보가 필요할 수 있음
- •Google Sheets API 인증 정보
사용된 노드 (21)
카테고리
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"id": "uFO3zp2bl5cqZqMS",
"meta": {
"instanceId": "159ec2e1d690fe685084d28de8ca73848642bf563457a19b94cfc00f23a0d9a9",
"templateCredsSetupCompleted": true
},
"name": "YouTube Crawler",
"tags": [],
"nodes": [
{
"id": "230d2269-6b2e-4915-82e8-b42c2a36746a",
"name": "'워크플로 실행' 클릭 시",
"type": "n8n-nodes-base.manualTrigger",
"position": [
20,
-40
],
"parameters": {},
"typeVersion": 1
},
{
"id": "2ffb8769-8769-4636-adff-f70a65df8fa5",
"name": "스티커 메모",
"type": "n8n-nodes-base.stickyNote",
"position": [
860,
140
],
"parameters": {
"color": 4,
"width": 340,
"height": 440,
"content": "This step is going to call YouTube's API and ask for it to return videos that match the query, looking only in the category of education, sorted by relevance, and no more than 50.\n\n**What you need to do**:\n\n- Enable the YouTube Data API v3: YouTube Data API v3 page in Google Cloud Console. Instructions can be found here: https://console.cloud.google.com/apis/library/youtube.googleapis.com\n\n- Add your youtube credentials to the workspace before starting. Instructions can be found here: https://developers.google.com/youtube/registering_an_application\n\n- Change the credentials in this \"Search YouTube\" node to use your new credentials you just added"
},
"typeVersion": 1
},
{
"id": "b0becf14-1e2b-47a4-83b0-2db297518479",
"name": "스티커 메모1",
"type": "n8n-nodes-base.stickyNote",
"position": [
220,
140
],
"parameters": {
"width": 340,
"height": 240,
"content": "This step is going to set the value of what you're going to be searching for in YouTube. It's optional, but easier to update and you can attach a chat to this if you want to update it outside of the node.\n\n**What you need to do**\n\n- Change the query to whatever you want to search for videos on"
},
"typeVersion": 1
},
{
"id": "d437a506-e2b8-48fa-98cf-940657d7a879",
"name": "쿼리 설정",
"type": "n8n-nodes-base.set",
"position": [
340,
-40
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "58609f1a-03c7-4e5a-8199-2fcdaf495325",
"name": "query",
"type": "array",
"value": "={{[\n\"AI agents tutorial step by step\",\n\"AI tools tutorial for beginners\",\n\"AI agent building tutorial\",\n\"AI prompt engineering techniques\",\n\"best AI tools training\",\n\"prompt engineering best practices\"]}}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "ea7e2dad-4f8f-40d8-9e77-25fbfe222f6f",
"name": "YouTube 검색",
"type": "n8n-nodes-base.httpRequest",
"position": [
980,
-40
],
"parameters": {
"url": "https://www.googleapis.com/youtube/v3/search",
"options": {},
"sendQuery": true,
"authentication": "predefinedCredentialType",
"queryParameters": {
"parameters": [
{
"name": "part",
"value": "id,snippet"
},
{
"name": "q",
"value": "={{ $json.query }}"
},
{
"name": "type",
"value": "video"
},
{
"name": "maxResults",
"value": "50"
},
{
"name": "order",
"value": "relevance"
},
{
"name": "videoCategoryId",
"value": "27"
}
]
},
"nodeCredentialType": "youTubeOAuth2Api"
},
"credentials": {
"youTubeOAuth2Api": {
"id": "kheqATZudwItRKpl",
"name": "YouTube account"
}
},
"typeVersion": 4.2
},
{
"id": "f68554af-5f38-4296-a38e-e917dba605f4",
"name": "스티커 메모2",
"type": "n8n-nodes-base.stickyNote",
"position": [
1980,
220
],
"parameters": {
"color": 3,
"width": 440,
"height": 340,
"content": "This loop is going to collect all the metadata that we need from the videos, such as view and like count, and then filter based on those values as well as recency of publishing. Finally it will remove unnecessary fields before sending on to the final steps in the worfklow.\n\n**What you need to do**\n\n- Change the YouTube credentials in the \"Get Video Metadata\" node\n\n\n**Try Modifying**\n\n- The filter criteria to broaden, narrow, or change your aperture.\n\n"
},
"typeVersion": 1
},
{
"id": "62956d67-ee59-4131-8f4f-de263dafa7bc",
"name": "스티커 메모3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1380,
-320
],
"parameters": {
"color": 5,
"width": 340,
"height": 220,
"content": "This step is going to be the first quality and relevance filter, excluding anything that doesn't seem purely educational or that seems promotional or scammy.\n\n**Try Modifying**\n\n- The filter criteria to better reflect what you want to include or exclude.\n"
},
"typeVersion": 1
},
{
"id": "c0f112d7-99d3-487a-9def-71bf8a879fdd",
"name": "대기",
"type": "n8n-nodes-base.wait",
"position": [
2920,
-340
],
"webhookId": "4318003c-dba4-43fb-a918-3225868d358a",
"parameters": {
"amount": 3
},
"typeVersion": 1.1
},
{
"id": "43bb3d2b-0022-4cb0-a13c-ba7df4d4d9f4",
"name": "품질 필터링",
"type": "n8n-nodes-base.filter",
"position": [
2280,
-40
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "0fe9a82c-6c5c-44c1-8da7-24e2f8783a0e",
"operator": {
"type": "number",
"operation": "gt"
},
"leftValue": "={{ $json.items[0].statistics.viewCount }}",
"rightValue": 10000
},
{
"id": "7eae8c9b-c85d-4f0f-92bd-01b047e05d0e",
"operator": {
"type": "number",
"operation": "gt"
},
"leftValue": "={{ $json.items[0].statistics.likeCount }}",
"rightValue": 100
},
{
"id": "51d609d3-0b04-476e-9abd-a68a1f9c095c",
"operator": {
"type": "dateTime",
"operation": "after"
},
"leftValue": "={{ $json.items[0].snippet.publishedAt }}",
"rightValue": "2023-12-01T00:00:00"
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "f844dd50-6a38-4e9f-874b-885bddf52b4e",
"name": "스티커 메모5",
"type": "n8n-nodes-base.stickyNote",
"position": [
2260,
-820
],
"parameters": {
"color": 3,
"width": 440,
"height": 440,
"content": "This final set of steps is going to remove duplicate videos, assign a relevance score based on keywords and quality metrics, and then send only the top one's to a google sheet. \n\n**What you need to do**\n\n- Create a new google sheet in your drive with the columns Title, Channel, Published At, Views, Likes, Description, URL. This is the sheet your workflow will write into.\n\n- Add your google sheet credentials to your workspace\n\n- Change out the credential values in the \"Send to Google Sheets\" node\n\n\n**Try Modifying**\n\n- The formula for the relevance score to reflect your criteria for quality\n"
},
"typeVersion": 1
},
{
"id": "40ec5dda-3c74-4203-b769-896cdb17c703",
"name": "쿼리 분할",
"type": "n8n-nodes-base.splitOut",
"position": [
660,
-40
],
"parameters": {
"options": {},
"fieldToSplitOut": "query"
},
"typeVersion": 1
},
{
"id": "0f3f6e07-b0ad-4558-a268-97b61094671a",
"name": "결과 분할",
"type": "n8n-nodes-base.splitOut",
"position": [
1240,
-40
],
"parameters": {
"options": {},
"fieldToSplitOut": "items"
},
"typeVersion": 1
},
{
"id": "c44d4550-3bcc-46e5-b294-65c5455b112f",
"name": "관련성 필터링",
"type": "n8n-nodes-base.filter",
"position": [
1480,
-40
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "051c8268-ace1-4d87-a57e-798ed9992331",
"operator": {
"type": "string",
"operation": "regex"
},
"leftValue": "={{ $json.snippet.title.toLowerCase() }}",
"rightValue": "tutorial|course|guide|training|learn|education|explained|masterclass|complete.*guide|step.*by.*step|beginners.*guide|how.*to.*build|fundamentals"
},
{
"id": "3bb11116-7ac6-4aa1-b1ac-3ebd1a6ceb82",
"operator": {
"type": "string",
"operation": "notRegex"
},
"leftValue": "={{ $json.snippet.title.toLowerCase() }}",
"rightValue": "money|rich|profit|earn|cash|income|\\$|💰|sell|agency|business|client|freelance|side.*hustle|make.*money"
},
{
"id": "5edc6bdd-514c-4cbd-bbbc-51da2f87c41e",
"operator": {
"type": "string",
"operation": "notRegex"
},
"leftValue": "={{ $json.snippet.title.toLowerCase() }}",
"rightValue": "autopilot|passive.*income|[\\d]+k.*subs|faceless.*videos|youtube.*automation.*money|100%.*automated.*money"
},
{
"id": "320ed472-8b8d-49bc-b830-e95c39017397",
"operator": {
"type": "string",
"operation": "notRegex"
},
"leftValue": "={{ $json.snippet.title.toLowerCase() }}",
"rightValue": "insane|crazy|ultimate.*secret|hack|trick|must.*do|steal.*these|best.*way.*to.*make|ways.*to.*make|you.*need.*to|[\\d]+.*ways|[\\d]+.*insane"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "74f3670e-e61a-4dd1-bde7-5fbf845e14ca",
"name": "항목 순환",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1820,
-80
],
"parameters": {
"options": {},
"batchSize": 10
},
"executeOnce": false,
"typeVersion": 3,
"alwaysOutputData": false
},
{
"id": "8ad9d1d8-83f7-4edc-bac3-3d7bffbc0c83",
"name": "동영상 메타데이터 가져오기",
"type": "n8n-nodes-base.httpRequest",
"position": [
2060,
-40
],
"parameters": {
"url": "https://www.googleapis.com/youtube/v3/videos",
"options": {},
"sendQuery": true,
"authentication": "predefinedCredentialType",
"queryParameters": {
"parameters": [
{
"name": "part",
"value": "snippet,statistics"
},
{
"name": "id",
"value": "={{ $json.id.videoId }}"
}
]
},
"nodeCredentialType": "youTubeOAuth2Api"
},
"credentials": {
"youTubeOAuth2Api": {
"id": "kheqATZudwItRKpl",
"name": "YouTube account"
}
},
"typeVersion": 4.2
},
{
"id": "040a4ed8-ec93-4461-acc1-5403154d3d61",
"name": "불필요 필드 제거",
"type": "n8n-nodes-base.set",
"position": [
2480,
-40
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "bd1dfa28-997f-45e7-983f-06b4afdf2224",
"name": "Title",
"type": "string",
"value": "={{ $json.items[0].snippet.title }}"
},
{
"id": "9921ef02-a86d-42ae-a4df-9c2dd674505c",
"name": "Channel",
"type": "string",
"value": "={{ $json.items[0].snippet.channelTitle }}"
},
{
"id": "ec38edef-66e2-480f-9617-66123decfcef",
"name": "Published At",
"type": "string",
"value": "={{ $json.items[0].snippet.publishedAt }}"
},
{
"id": "9bb69372-553a-4c8d-8286-00f41c90a78c",
"name": "Views",
"type": "string",
"value": "={{ $json.items[0].statistics.viewCount }}"
},
{
"id": "80edec74-08c1-4d68-82f7-ba061cb2173e",
"name": "Likes",
"type": "string",
"value": "={{ $json.items[0].statistics.likeCount }}"
},
{
"id": "9700bbee-7f25-43fe-a653-42a7c8fade77",
"name": "Description",
"type": "string",
"value": "={{ $json.items[0].snippet.description }}"
},
{
"id": "9afaaa69-1afd-4f45-bfe6-24671651ac82",
"name": "URL",
"type": "string",
"value": "=https://www.youtube.com/watch?v={{ $json.items[0].id }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "79b34b24-290f-43b7-8c45-990a5c30cdb0",
"name": "중복 동영상 제거",
"type": "n8n-nodes-base.removeDuplicates",
"position": [
2060,
-340
],
"parameters": {
"compare": "={{ $json.URL }}",
"options": {}
},
"typeVersion": 2
},
{
"id": "756fa598-ab05-46ff-aaea-be6c9533568d",
"name": "관련성 점수 생성",
"type": "n8n-nodes-base.set",
"position": [
2280,
-340
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "d691e3bf-9fc4-406f-b6e7-d62487820ea1",
"name": "RelevanceScore",
"type": "number",
"value": "={{\n // Educational keywords (higher scores)\n (($json.Title.toLowerCase().includes('tutorial')) ? 15 : 0) +\n (($json.Title.toLowerCase().includes('course')) ? 15 : 0) +\n (($json.Title.toLowerCase().includes('guide')) ? 12 : 0) +\n (($json.Title.toLowerCase().includes('explained')) ? 12 : 0) +\n (($json.Title.toLowerCase().includes('beginner')) ? 10 : 0) +\n (($json.Title.toLowerCase().includes('step by step')) ? 15 : 0) +\n (($json.Title.toLowerCase().includes('complete')) ? 10 : 0) +\n \n // AI-specific terms\n (($json.Title.toLowerCase().includes('prompt engineering')) ? 20 : 0) +\n (($json.Title.toLowerCase().includes('ai agent')) ? 18 : 0) +\n (($json.Title.toLowerCase().includes('ai tools')) ? 15 : 0) +\n (($json.Title.toLowerCase().includes('prompting')) ? 15 : 0) +\n \n // Quality indicators\n ((parseInt($json.Views) > 100000) ? 10 : 0) +\n ((parseInt($json.Views) > 50000) ? 5 : 0) +\n ((parseInt($json.Likes) > 1000) ? 8 : 0) +\n \n // Penalty for monetization indicators\n (($json.Title.toLowerCase().includes('money') || \n $json.Title.toLowerCase().includes('rich') || \n $json.Title.toLowerCase().includes('earn')) ? -20 : 0)\n}}"
},
{
"id": "a9e446de-dc9c-4dba-ab0b-d5647a24ba39",
"name": "Title",
"type": "string",
"value": "={{ $json.Title }}"
},
{
"id": "1669b129-9e9a-45e6-925f-c5e41e6de692",
"name": "Channel",
"type": "string",
"value": "={{ $json.Channel }}"
},
{
"id": "3d45d0ce-3068-424c-80a3-06c11785846d",
"name": "Published at",
"type": "string",
"value": "={{ $json['Published At'] }}"
},
{
"id": "16e45f2b-1d0b-48e4-b86c-7e8ba82c5aef",
"name": "Views",
"type": "string",
"value": "={{ $json.Views }}"
},
{
"id": "86f2af64-27f9-4e3c-9883-c279edc938c6",
"name": "Likes",
"type": "string",
"value": "={{ $json.Likes }}"
},
{
"id": "d967b6c4-ab40-4f87-a84e-e0cb1bbb51d6",
"name": "Descriptoin",
"type": "string",
"value": "={{ $json.Description }}"
},
{
"id": "e0af7129-2215-4583-b236-63587a4974b6",
"name": "URL",
"type": "string",
"value": "={{ $json.URL }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "452016d9-50ce-49bb-bed8-d3213bd5bcec",
"name": "관련성 기준 정렬",
"type": "n8n-nodes-base.sort",
"position": [
2480,
-340
],
"parameters": {
"options": {
"disableDotNotation": false
},
"sortFieldsUi": {
"sortField": [
{
"order": "descending",
"fieldName": "RelevanceScore"
}
]
}
},
"typeVersion": 1
},
{
"id": "916ff54f-b7a3-472f-af8e-df2e501aef65",
"name": "제한 강제 적용",
"type": "n8n-nodes-base.limit",
"position": [
2700,
-340
],
"parameters": {
"maxItems": 50
},
"typeVersion": 1
},
{
"id": "b4007c9b-cf09-4292-b22d-2778bf7c03a6",
"name": "Google 스프레드시트로 전송",
"type": "n8n-nodes-base.googleSheets",
"position": [
3120,
-340
],
"parameters": {
"columns": {
"value": {
"URL": "={{ $json.URL }}",
"Likes": "={{ $json.Likes }}",
"Title": "={{ $json.Title }}",
"Views": "={{ $json.Views }}",
"Channel": "={{ $json.Channel }}",
"Description": "={{ $json.Descriptoin }}",
"Published At": "={{ $json['Published at'] }}"
},
"schema": [
{
"id": "Title",
"type": "string",
"display": true,
"required": false,
"displayName": "Title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Channel",
"type": "string",
"display": true,
"required": false,
"displayName": "Channel",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Published At",
"type": "string",
"display": true,
"required": false,
"displayName": "Published At",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Views",
"type": "string",
"display": true,
"required": false,
"displayName": "Views",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Likes",
"type": "string",
"display": true,
"required": false,
"displayName": "Likes",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Description",
"type": "string",
"display": true,
"required": false,
"displayName": "Description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "URL",
"type": "string",
"display": true,
"required": false,
"displayName": "URL",
"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/1LbV3_SHHrGiTm7h-4WjBlbaNXDcv7fzzvHhmrU_GY3c/edit#gid=0",
"cachedResultName": "Sheet1"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1LbV3_SHHrGiTm7h-4WjBlbaNXDcv7fzzvHhmrU_GY3c",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/1LbV3_SHHrGiTm7h-4WjBlbaNXDcv7fzzvHhmrU_GY3c/edit?usp=drivesdk",
"cachedResultName": "YouTube AI Resources"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "e6dWze7VEM4F98dD",
"name": "Google Sheets account"
}
},
"typeVersion": 4.6
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "cfed5f6c-f15f-4dfe-bf4a-11541a75fc71",
"connections": {
"c0f112d7-99d3-487a-9def-71bf8a879fdd": {
"main": [
[
{
"node": "b4007c9b-cf09-4292-b22d-2778bf7c03a6",
"type": "main",
"index": 0
}
]
]
},
"d437a506-e2b8-48fa-98cf-940657d7a879": {
"main": [
[
{
"node": "40ec5dda-3c74-4203-b769-896cdb17c703",
"type": "main",
"index": 0
}
]
]
},
"916ff54f-b7a3-472f-af8e-df2e501aef65": {
"main": [
[
{
"node": "c0f112d7-99d3-487a-9def-71bf8a879fdd",
"type": "main",
"index": 0
}
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}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
고급 - 시장 조사
유료인가요?
이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
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저자
Zach @BrightWayAI
@ajentaI’m Zach, founder of BrightWay and long-time product leader turned AI builder. I’ve led product teams at high-growth companies and now focus on helping mission-driven organizations automate repetitive tasks with n8n and AI. I believe in making automation accessible, starting small, and solving real-world problems with simple, smart systems.
외부 링크
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