제 작업 흐름
고급
이것은Content Creation, Multimodal AI분야의자동화 워크플로우로, 32개의 노드를 포함합니다.주로 Set, Wait, Limit, Filter, SplitOut 등의 노드를 사용하며. Apify, GPT-4o, Facebook 광고 라이브러리를 사용하여 경쟁 광고 연구 및 이미지 생성을 수행합니다.
사전 요구사항
- •Google Drive API 인증 정보
- •대상 API의 인증 정보가 필요할 수 있음
- •Google Sheets API 인증 정보
- •OpenAI API Key
사용된 노드 (32)
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
{
"meta": {
"instanceId": "7a58a3f07a0fc2e793cb37fe49f8ad79d79b1752ef823a6ac87ff5a79f5b1fc9",
"templateCredsSetupCompleted": true
},
"name": "My workflow",
"tags": [
{
"id": "ayzol4JLAXjiRLWi",
"name": "N8N Course",
"createdAt": "2025-07-19T07:19:09.524Z",
"updatedAt": "2025-07-19T07:19:09.524Z"
}
],
"nodes": [
{
"id": "95c7569d-ff47-43dc-86bf-d746783da7a2",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1216,
288
],
"parameters": {
"width": 400,
"height": 200,
"content": "## 📱 STEP 1: Facebook Ad Library Scraping\n\nScrapes Facebook's Ad Library for competitor analysis:\n\n**Run Ad Library Scraper**: Uses Apify to extract active ads from Facebook\n**Filter**: Removes ads without images (video-only ads)\n**Limit**: Controls batch size for testing (adjust for production)\n\n**Setup**: Replace <your-apify-api-key-here> and customize search terms in the JSON body\n\n**Output**: 20+ competitor ads with images, metadata, and performance data"
},
"typeVersion": 1
},
{
"id": "4b67c4ce-e808-44ba-95d3-0bd0e59b79d6",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
992,
16
],
"parameters": {
"width": 420,
"height": 200,
"content": "## 🏗️ STEP 2: Google Drive Organization\n\nCreates structured folder system for asset management:\n\n1. **Create Asset Parent Folder**: Named after ad archive ID for unique organization\n2. **Create Child Source Folder**: Stores original competitor ads\n3. **Create Child Spun Folder**: Stores AI-generated variations\n4. **Download Static Image Ad**: Saves original ad to source folder\n\n**Result**: Organized Google Drive structure with source ads ready for AI analysis"
},
"typeVersion": 1
},
{
"id": "e1b8e8a3-fc7d-440a-b509-1022dab42f79",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1216,
640
],
"parameters": {
"width": 400,
"height": 200,
"content": "## 🤖 STEP 3: AI Analysis & Prompt Generation\n\nAnalyzes competitor ads and generates variation prompts:\n\n1. **OpenAI Vision**: Comprehensively describes each ad image\n2. **Spin Prompts**: Creates 3 different style variations per ad\n3. **Split Out**: Separates each variation for individual processing\n4. **Edit Fields**: Prepares data for loop processing\n\n**AI Magic**: Transforms \"bright blue background\" into \"minimalistic pastel design\" with brand customization"
},
"typeVersion": 1
},
{
"id": "cf8f11fc-6c4c-4a98-9875-433a19c646fc",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
848,
976
],
"parameters": {
"width": 420,
"height": 220,
"content": "## 🎨 STEP 4: AI Image Generation & Storage\n\nGenerates new ad variations and organizes results:\n\n**Loop Processing**: Handles each variation individually with rate limiting\n**GPT Image 1**: Creates new ads based on spun prompts while maintaining layout\n**Google Drive Upload**: Saves generated images to spun assets folder\n**Google Sheets Logging**: Tracks all ads with links for easy campaign management\n\n**Output**: 3+ unique ad variations per source ad, organized and ready for campaigns"
},
"typeVersion": 1
},
{
"id": "72e1f19f-15b4-4f13-bd7e-5e52bcc01e25",
"name": "'워크플로우 실행' 클릭 시",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-656,
32
],
"parameters": {},
"typeVersion": 1
},
{
"id": "a76ca1c3-285c-4840-a390-d7204585407b",
"name": "Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
-448,
32
],
"parameters": {
"name": "PPC Thievery",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "list",
"value": "root",
"cachedResultName": "/ (Root folder)"
},
"resource": "folder"
},
"typeVersion": 3
},
{
"id": "5116f412-d0f3-4aaa-a95c-516bae884d88",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-720,
-128
],
"parameters": {
"color": 6,
"width": 1140,
"height": 340,
"content": "## 1. Run once to create folder & database\n\n#### This generates your database (Google Sheet) and your parent folder (Google Drive). Once you have values for each, adjust the \"Set Variables\" node."
},
"typeVersion": 1
},
{
"id": "aef6590c-937a-4bc7-a248-24dc41639a20",
"name": "Filter",
"type": "n8n-nodes-base.filter",
"position": [
80,
464
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "00a1c88b-d177-4862-b82c-6dc1ce4291f7",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $json.snapshot.images[0].original_image_url }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "409aaa70-34ae-45d8-8d62-5065a8a389e6",
"name": "Ad Library Scraper 실행",
"type": "n8n-nodes-base.httpRequest",
"position": [
-160,
464
],
"parameters": {
"url": "https://api.apify.com/v2/acts/XtaWFhbtfxyzqrFmd/run-sync-get-dataset-items",
"method": "POST",
"options": {
"redirect": {
"redirect": {}
}
},
"jsonBody": "{\n \"count\": 20,\n \"period\": \"last7d\",\n \"scrapeAdDetails\": true,\n \"scrapePageAds.activeStatus\": \"active\",\n \"urls\": [\n {\n \"url\": \"https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=US&is_targeted_country=false&media_type=all&q=agency&search_type=keyword_unordered\",\n \"method\": \"GET\"\n }\n ]\n}",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"headerParameters": {
"parameters": [
{
"name": "Accept",
"value": "application/json"
},
{
"name": "Authorization",
"value": "Bearer <your-apify-api-key-here>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "3ea9c85f-e228-4278-bcda-d989fd98707c",
"name": "Limit",
"type": "n8n-nodes-base.limit",
"position": [
288,
464
],
"parameters": {
"maxItems": 2
},
"typeVersion": 1
},
{
"id": "4ca3f2d9-9036-469c-af6f-377ee7266659",
"name": "Google Drive1",
"type": "n8n-nodes-base.googleDrive",
"position": [
1392,
464
],
"parameters": {
"name": "={{ $binary.data.fileName }}",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "list",
"value": "root",
"cachedResultName": "/ (Root folder)"
}
},
"typeVersion": 3
},
{
"id": "e6725a15-9250-4262-8bc2-303ab6e1ca05",
"name": "OpenAI",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-400,
656
],
"parameters": {
"text": "What's in this image? Describe it extremely comprehensively. Leave nothing out.",
"modelId": {
"__rl": true,
"mode": "list",
"value": "chatgpt-4o-latest",
"cachedResultName": "CHATGPT-4O-LATEST"
},
"options": {},
"resource": "image",
"imageUrls": "=https://drive.google.com/uc?export=download&id={{ $('Google Drive1').item.json.id }}",
"operation": "analyze"
},
"typeVersion": 1.8
},
{
"id": "adfd39a4-0845-42c6-82a4-2d953da97e52",
"name": "Google Drive2",
"type": "n8n-nodes-base.googleDrive",
"position": [
-608,
656
],
"parameters": {
"fileId": {
"__rl": true,
"mode": "id",
"value": "={{ $json.id }}"
},
"options": {},
"operation": "share",
"permissionsUi": {
"permissionsValues": {
"role": "writer",
"type": "anyone"
}
}
},
"typeVersion": 3
},
{
"id": "9e54072b-0208-4755-bb41-ce82907b202b",
"name": "변수 설정",
"type": "n8n-nodes-base.set",
"position": [
-368,
464
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "402a3a15-e71a-4a1b-b235-31edd676d59b",
"name": "googleDriveFolderId",
"type": "string",
"value": "1O_Uh4uvtqU9C9ntk9Rk-B2XhMLYxg_1Z"
},
{
"id": "91e9cf54-7a74-4255-a322-44096d3e3af3",
"name": "changeRequest",
"type": "string",
"value": "Spin this ad so that it features a minimalistic, pastel design. If there is any text on the page replace it with something like \"Upgrade your systems today\" or \"Get your flows optimized today\". If there are any assets on the page leave them as-is. Add a company name, LeftClick, in the bottom right hand corner, along with a little stylized mouse pointer icon."
},
{
"id": "d3bd4796-3be4-4925-9467-e0f8ab2d6573",
"name": "spreadsheetId",
"type": "string",
"value": "1-R45sKQJidkfffSwYAPsI-OLL-4CKSdYXIDkKfdcTVg"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "3994acec-9182-4085-ad98-d16bf19ba2b4",
"name": "프롬프트 변형 생성",
"type": "@n8n/n8n-nodes-langchain.openAi",
"position": [
-176,
656
],
"parameters": {
"modelId": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1",
"cachedResultName": "GPT-4.1"
},
"options": {
"temperature": 0.7
},
"messages": {
"values": [
{
"role": "system",
"content": "You're a helpful, intelligent prompt rewriting assistant. You help rewrite prompts."
},
{
"content": "=I've generated an image description. I want you to take that image description and then give me a simple \"change request\" prompt I can use to tell an AI image editor what changes to make.\n\nReturn your output in the following JSON format:\n\n{\"variants\":[\"First change request\", \"Second change request\", \"Third change request\", \"etc\"]}\n\nRules:\n- Your task is to generate *new* change suggestions that we will later feed into an image generation model.\n- Changes you can make: font style (serif, sans-serif, display), font size, font leading, font tracking, font color, saturation, brightness, background color, background patterns, design style (flat, minimalistic, sleek, photoreal, etc—go nuts here), colors of assets on the page, swapping one asset for another that is more related to the change request.\n- Make these changes reasonable—we want to stick to the source pretty closely. Do not suggest any meaningful changes to the placement of assets. We want the elements all in the exact same place in the image, so only ever suggest color, style, asset type, font type, or copy changes.\n- Use the provided company name in the change request—never the original company name.\n- Generate 3 variants. No more, no less.\n- Adjust the copy so that it's relevant to an audience that wants \"AI automation\". Also make sure your generated copy is similar in length to the copy of the original.\n"
},
{
"content": "{\"originalDescription\":\"The image features a promotional graphic with a bright blue background. Centered on the left is a layered design element consisting of two images. The top image shows a person sitting with a laptop, smiling, wearing a white jacket and blue jeans, with a background of green leaves and plants. Below this image is what appears to be a partially visible document with text and a table. \\n\\nSuperimposed at the top of the image is a white download arrow icon. Beneath the images, the text reads, \"Change your practice management software,\" in bold white lettering, with the words partially highlighted by a darker blue rectangle. This suggests a call to action or advertisement for software related to practice management.\", \"changeRequest\":\"Make it a soft, pastel orange; change text to something like 'Upgrade your systems today'. LeftClick logo with a mouse pointer icon (bottom right)\"}"
},
{
"role": "assistant",
"content": "{\"variants\":[\n \"Make the background bright orange, swap the text for 'Upgrade your systems today', change it to sans-serif. Add a LeftClick logo with a mouse pointer icon positioned in the bottom right corner. Slightly more upscale style.\",\n \"Switch the background to a clean white. Update the headline to say 'Optimize with LeftClick.' and clean, minimalistic serif font. Place the LeftClick logo and a minimalist arrow cursor icon in the top-left corner.\",\n \"Set the background to a gradient from deep blue to turquoise. Change the text to 'Smarter systems start here.', play with the leading and tracking and make it a standout display font. Keep the LeftClick logo in the bottom right, but make it semi-transparent.\",\n \"Use a charcoal grey background with high-contrast white text that says 'LeftClick powers performance.' Include a small pointer icon beside the logo in the bottom center.\",\n \"Make the background electric lime green. Replace the message with 'Your automation partner: LeftClick.' Mouse pointer icon next to the logo in the lower-right, make the fonts hyper stylized.\"\n]\n}"
},
{
"content": "={\"originalDescription\":\"{{ $json.content }}\", \"changeRequest\":\"{{ $('Set Variables').item.json.changeRequest }}\"} "
}
]
},
"jsonOutput": true
},
"typeVersion": 1.8
},
{
"id": "24ae679c-9a77-4d48-bf22-31318a716aea",
"name": "GPT Image 1을 사용하여 이미지 생성",
"type": "n8n-nodes-base.httpRequest",
"position": [
1072,
656
],
"parameters": {
"url": "https://api.openai.com/v1/images/edits",
"method": "POST",
"options": {},
"sendBody": true,
"contentType": "multipart-form-data",
"authentication": "predefinedCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "model",
"value": "gpt-image-1"
},
{
"name": "image[]",
"parameterType": "formBinaryData",
"inputDataFieldName": "data"
},
{
"name": "prompt",
"value": "=Your task is to generate an image.\n\nHere is your prompt:\n\n{{ $('Loop Over Items').item.json.variant }}\n\nRules:\n- Stick as closely as possible to the outlines of the source document.\n- Change text, colors, shapes, and styles only if explicitly specified in the prompt. If something is not specified, do not change it.\n- If there is an actor and no style is specified, change the way they look a little so it's not the same actor. Only do this if the desired style is not a rendered, drawing, or cartoon version of them."
},
{
"name": "size",
"value": "1024x1024"
}
]
},
"nodeCredentialType": "openAiApi"
},
"executeOnce": true,
"typeVersion": 4.2
},
{
"id": "c4909154-ea7d-47ae-88a3-323d0cee9f02",
"name": "항목별 반복",
"type": "n8n-nodes-base.splitInBatches",
"position": [
608,
656
],
"parameters": {
"options": {}
},
"typeVersion": 3
},
{
"id": "407e8a41-6fac-4f36-af80-494869e305e2",
"name": "대기",
"type": "n8n-nodes-base.wait",
"position": [
1952,
656
],
"webhookId": "e0023d56-efc1-4a82-b312-bc27f4ff837b",
"parameters": {
"amount": 1
},
"typeVersion": 1.1
},
{
"id": "84161f30-a19c-48c5-aca1-6bfa4cf1f8f5",
"name": "분할",
"type": "n8n-nodes-base.splitOut",
"position": [
192,
656
],
"parameters": {
"include": "allOtherFields",
"options": {},
"fieldToSplitOut": "message.content.variants"
},
"typeVersion": 1
},
{
"id": "f08995f3-d795-4124-aad4-85d778d2e8ad",
"name": "필드 편집",
"type": "n8n-nodes-base.set",
"position": [
416,
656
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "de128b60-4a0b-4736-876b-4bef0add0478",
"name": "variant",
"type": "string",
"value": "={{ $json[\"message.content.variants\"] }}"
},
{
"id": "6aa78def-4707-408a-8e9f-9c8b8fbe9381",
"name": "imageAdUrl",
"type": "string",
"value": "={{ $('Filter').item.json.snapshot.images[0].original_image_url }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "3a6dc4a2-39e9-4281-b34b-944df22a4d6f",
"name": "정적 이미지 광고1 다운로드",
"type": "n8n-nodes-base.httpRequest",
"position": [
832,
656
],
"parameters": {
"url": "={{ $json.imageAdUrl }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "3c845061-f894-4528-aafb-0bd8679086b1",
"name": "파일로 변환",
"type": "n8n-nodes-base.convertToFile",
"position": [
1296,
656
],
"parameters": {
"options": {},
"operation": "toBinary",
"sourceProperty": "data[0].b64_json"
},
"typeVersion": 1.1
},
{
"id": "8c676162-4a03-4196-86ae-3d6a4e18ea68",
"name": "Google Drive3",
"type": "n8n-nodes-base.googleDrive",
"position": [
1520,
656
],
"parameters": {
"name": "={{ $('Google Drive1').item.json.name }}",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "list",
"value": "root",
"cachedResultName": "/ (Root folder)"
}
},
"typeVersion": 3
},
{
"id": "6b856ae9-3709-4355-a57e-d8da62d3a041",
"name": "에셋 상위 폴더 생성",
"type": "n8n-nodes-base.googleDrive",
"position": [
512,
464
],
"parameters": {
"name": "={{ $json.ad_archive_id }}",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "id",
"value": "={{ $('Set Variables').item.json.googleDriveFolderId }}"
},
"resource": "folder"
},
"typeVersion": 3
},
{
"id": "e802aa82-181f-40d5-ab3c-c0b270740979",
"name": "하위 소스 폴더 생성",
"type": "n8n-nodes-base.googleDrive",
"position": [
736,
464
],
"parameters": {
"name": "=1. Source Assets",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "id",
"value": "={{$json.id}}"
},
"resource": "folder"
},
"typeVersion": 3
},
{
"id": "fe7a9a94-e0cd-4a35-9666-f07447775abc",
"name": "하위 변형 폴더 생성",
"type": "n8n-nodes-base.googleDrive",
"position": [
928,
464
],
"parameters": {
"name": "=2. Spun Assets",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": {},
"folderId": {
"__rl": true,
"mode": "id",
"value": "={{ $('Create Asset Parent Folder').item.json.id }}"
},
"resource": "folder"
},
"typeVersion": 3
},
{
"id": "6c06d975-dbce-4111-933e-8193e0f3cb45",
"name": "정적 이미지 광고 다운로드",
"type": "n8n-nodes-base.httpRequest",
"position": [
1168,
464
],
"parameters": {
"url": "={{ $('Run Ad Library Scraper').item.json.snapshot.images[0].original_image_url }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "543a3114-31f6-4f87-a1bc-f7c0d8160099",
"name": "Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
1728,
656
],
"parameters": {
"columns": {
"value": {
"ad_body": "={{ $('Run Ad Library Scraper').item.json.snapshot.body.text }}",
"page_id": "={{ $('Run Ad Library Scraper').item.json.page_id }}",
"page_name": "={{ $('Run Ad Library Scraper').item.json.page_name }}",
"timestamp": "={{ $now.toSeconds() }}",
"spun_folder": "=https://drive.google.com/drive/u/0/folders/{{ $('Create Child Spun Folder').item.json.id }}",
"asset_folder": "=https://drive.google.com/drive/u/0/folders/{{ $('Create Asset Parent Folder').item.json.id }}",
"date_scraped": "={{ $('Run Ad Library Scraper').item.json.start_date }}",
"spun_prompts": "={{ $('Download Static Image Ad1').item.json.variant }}",
"ad_archive_id": "={{ $('Run Ad Library Scraper').item.json.ad_archive_id }}",
"source_folder": "=https://drive.google.com/drive/u/0/folders/{{ $('Create Child Source Folder').item.json.id }}",
"original_image_url": "={{ $('Run Ad Library Scraper').item.json.snapshot.images[0].original_image_url }}",
"direct_spun_image_link": "={{ $json.webViewLink }}"
},
"schema": [
{
"id": "timestamp",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "timestamp",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "ad_archive_id",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "ad_archive_id",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "page_id",
"type": "string",
"display": true,
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"operation": "append",
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"value": "={{ $('Google Sheets1').item.json.spreadsheetId }}"
}
},
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},
{
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"parameters": {
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},
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}
],
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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 - 콘텐츠 제작, 멀티모달 AI
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
Nick Saraev
@nicksaraevHi 👋 I'm Nick. I make money with automation & teach others how they can too. If you have any questions about my templates or about my n8n builds, feel free to ask and I'll happily respond in the comments. Thanks for reading!
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