{
  "workflow": {
    "id": 11083,
    "name": "Transcribe YouTube videos & create GEO summaries with Whisper and GPT-4o-mini in Notion",
    "views": 960,
    "recentViews": 4,
    "totalViews": 960,
    "createdAt": "2025-11-21T06:43:16.384Z",
    "description": "## 📊 Description\nAutomate your YouTube research workflow by extracting audio from any video, transcribing it with Whisper AI, and generating structured GEO (Goal–Execution–Outcome) summaries using GPT-4o-mini. 🎥🤖 This template transforms unstructured video content into actionable, searchable insights that are automatically stored in Notion with rich metadata. It’s ideal for creators, educators, analysts, and knowledge workers who want to convert long videos into concise, high-quality summaries without manual effort. Perfect for content indexing, research automation, and knowledge-base enrichment. 📚✨\n\n## 🔁 What This Template Does\n• Triggers on a schedule to continuously process new YouTube videos. ⏰\n • Fetches video metadata (title, description, thumbnails, published date) via the YouTube API. 🎥\n • Downloads audio using RapidAPI and prepares it for transcription. 🎧\n • Transcribes audio into text using OpenAI Whisper. 📝\n • Skips invalid entries when no transcript is generated. 🚫\n • Merges the transcript with metadata for richer AI context. 🔗\n • Uses GPT-4o-mini to generate Goal, Execution, Outcome, and Keywords via structured JSON. 🤖📊\n • Parses the AI-generated JSON into Notion-friendly formats. 🔍\n • Creates a Notion page with GEO sections, keywords, and video metadata. 📄🏷️\n • Produces a fully searchable knowledge record for every processed video. 📚✨\n\n## ⭐ Key Benefits\n✅ Converts long YouTube videos into concise, structured knowledge\n ✅ AI-powered GEO summaries improve comprehension and recall\n ✅ Zero manual transcription or note-taking — 100% automated\n ✅ Seamless Notion integration creates a powerful video knowledge base\n ✅ Works on autopilot with scheduled triggers\n ✅ Saves hours for educators, researchers, analysts, and content teams\n\n## 🧩 Features\n- YouTube API integration for metadata retrieval\n- RapidAPI audio downloader\n- OpenAI Whisper transcription\n- GPT-4o-mini structured analysis through LangChain\n- Memory buffer + structured JSON parser for consistent results\n- Automatic Notion page creation\n- Fail-safe transcript validation (IF node)\n- Metadata + transcript merging for richer AI context\n- GEO (Goal–Execution–Outcome) summarization workflow\n\n## 🔐 Requirements\n- YouTube OAuth2 credentials\n- OpenAI API key (Whisper + GPT-4o-mini)\n- Notion API integration token + database ID\n- RapidAPI key for YouTube audio downloading\n- n8n with LangChain nodes enabled\n\n## 🎯 Target Audience\n- YouTubers and content creators archiving their content\n- Researchers and educators summarizing long videos\n- Knowledge managers building searchable Notion databases\n- Automation teams creating video intelligence workflows\n\n## 🛠️ Step-by-Step Setup Instructions\n- Add YouTube OAuth2, OpenAI, Notion, and RapidAPI credentials. 🔑\n- Replace the placeholder RapidAPI key in the “Get YouTube Audio” node. ⚙️\n- Update the Notion database ID where summaries should be stored. 📄\n- Configure the Schedule Trigger interval based on your needs. ⏰\n- Replace the hardcoded video ID (if present) with dynamic input or playlist logic. 🔗\n- Test with a sample video to verify transcription + AI + Notion output. ▶️\n- Enable the workflow to run automatically. 🚀\n",
    "workflow": {
      "id": "dxZQhOkZXNNFtuHM",
      "meta": {
        "instanceId": "8443f10082278c46aa5cf3acf8ff0f70061a2c58bce76efac814b16290845177",
        "templateCredsSetupCompleted": true
      },
      "name": "Transform YouTube transcripts to AI-generated GEO summaries in Notion",
      "tags": [],
      "nodes": [
        {
          "id": "c0e9b7f9-0ab3-4275-9fbe-266e602052f8",
          "name": "Sticky Note - Overview",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1936,
            -720
          ],
          "parameters": {
            "width": 420,
            "height": 528,
            "content": "## 🎥 YouTube → GEO Summary Automation\n\n### How it works\nThis workflow extracts audio from YouTube videos, transcribes the content using OpenAI Whisper, and generates structured GEO summaries (Goal-Execution-Outcome) through AI analysis. The final summary is saved to a Notion database with organized metadata, making video content searchable and actionable.\n\n### Setup steps\n1. Connect **YouTube OAuth2**, **OpenAI API**, and **Notion** credentials\n2. Replace the RapidAPI key placeholder in \"HTTP - Get YouTube Audio\" node\n3. Update the Notion database ID in the final node to match your workspace\n4. Configure the Schedule Trigger interval (default: hourly)\n5. Replace the hardcoded video ID with a dynamic input or playlist source\n6. Test with a single video before enabling the schedule"
          },
          "typeVersion": 1
        },
        {
          "id": "8002b504-7541-4197-a29b-4f060e30f7f9",
          "name": "Sticky Note - Fetch",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1936,
            -176
          ],
          "parameters": {
            "color": 2,
            "width": 712,
            "height": 380,
            "content": "## 📥 Video Fetch & Metadata\nRetrieves video details from YouTube API and prepares metadata like title, description, thumbnail, and publish date for downstream processing."
          },
          "typeVersion": 1
        },
        {
          "id": "bac21e13-bdb7-4334-961b-50f065cfae3e",
          "name": "Sticky Note - Audio",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1200,
            -176
          ],
          "parameters": {
            "color": 2,
            "width": 880,
            "height": 560,
            "content": "## 🎧 Audio Download & Transcription\nDownloads audio from YouTube using RapidAPI, converts it to text via OpenAI Whisper, and filters out empty transcripts before merging with metadata."
          },
          "typeVersion": 1
        },
        {
          "id": "8e850fb3-c485-4efa-9333-4eb5f600e237",
          "name": "Sticky Note - AI",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -288,
            -192
          ],
          "parameters": {
            "color": 2,
            "width": 676,
            "height": 608,
            "content": "## 🤖 AI Analysis & GEO Extraction\nUses GPT-4o-mini with structured output parsing to analyze the transcript and generate Goal, Execution, Outcome, and Keywords in JSON format."
          },
          "typeVersion": 1
        },
        {
          "id": "b11022ae-7f4b-4319-b60b-662a18f455bc",
          "name": "Sticky Note - Storage",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            416,
            -192
          ],
          "parameters": {
            "color": 2,
            "width": 472,
            "height": 428,
            "content": "## 💾 Data Storage\nParses the AI-generated JSON and creates a new page in Notion with formatted GEO content and video metadata."
          },
          "typeVersion": 1
        },
        {
          "id": "d571f5f8-5546-4036-ba2e-19bda81d5e75",
          "name": "Sticky Note - Security",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            448,
            256
          ],
          "parameters": {
            "color": 3,
            "width": 320,
            "height": 180,
            "content": "## 🔐 Credentials & Security\n**Required credentials:**\n- YouTube OAuth2\n- OpenAI API key\n- Notion API integration\n- RapidAPI key (replace placeholder)\n\n⚠️ Remove all personal tokens before sharing this template."
          },
          "typeVersion": 1
        },
        {
          "id": "126d7e25-da79-47d6-a9f0-9511f462c22b",
          "name": "Schedule Trigger",
          "type": "n8n-nodes-base.scheduleTrigger",
          "position": [
            -1808,
            32
          ],
          "parameters": {
            "rule": {
              "interval": [
                {
                  "field": "hours"
                }
              ]
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "5a992308-5d1d-4ee6-a0c8-44c2b9fea494",
          "name": "Set - Prepare Video Metadata",
          "type": "n8n-nodes-base.set",
          "position": [
            -1360,
            32
          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "field1",
                  "name": "videoId",
                  "type": "string",
                  "value": "={{ $json.id }}"
                },
                {
                  "id": "field2",
                  "name": "title",
                  "type": "string",
                  "value": "={{$json.snippet.title}}"
                },
                {
                  "id": "field3",
                  "name": "description",
                  "type": "string",
                  "value": "={{$json.snippet.description}}"
                },
                {
                  "id": "field4",
                  "name": "publishedAt",
                  "type": "string",
                  "value": "={{$json.snippet.publishedAt}}"
                },
                {
                  "id": "field5",
                  "name": "thumbnailUrl",
                  "type": "string",
                  "value": "={{$json.snippet.thumbnails.default.url}}"
                },
                {
                  "id": "field6",
                  "name": "videoUrl",
                  "type": "string",
                  "value": "=https://www.youtube.com/watch?v={{$json.id.videoId}}"
                }
              ]
            }
          },
          "typeVersion": 3.4
        },
        {
          "id": "56c1c33b-2b75-4367-98a3-6ed6c751a4f1",
          "name": "HTTP - Download Audio File",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            -912,
            96
          ],
          "parameters": {
            "url": "={{ $json.file }}",
            "options": {
              "response": {
                "response": {
                  "responseFormat": "file"
                }
              }
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "8a4192d9-e1e2-4171-ab9c-4eb241e1f716",
          "name": "IF - Skip if No Transcript",
          "type": "n8n-nodes-base.if",
          "position": [
            -464,
            96
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "version": 1,
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "condition1",
                  "operator": {
                    "type": "string",
                    "operation": "notEmpty"
                  },
                  "leftValue": "={{$json.text}}",
                  "rightValue": ""
                }
              ]
            }
          },
          "typeVersion": 2.1
        },
        {
          "id": "dde57237-e117-4e8c-a427-acddade93e03",
          "name": "Merge - Attach Metadata + Transcript",
          "type": "n8n-nodes-base.merge",
          "position": [
            -240,
            32
          ],
          "parameters": {
            "mode": "combine",
            "options": {},
            "combineBy": "combineByPosition"
          },
          "typeVersion": 3
        },
        {
          "id": "30b4d2a5-0eb8-4223-acb6-e0dd2954ff44",
          "name": "Function - Parse GEO JSON",
          "type": "n8n-nodes-base.code",
          "position": [
            464,
            32
          ],
          "parameters": {
            "jsCode": "// Get the input data\nconst inputData = $input.all();\n\n// Process each item\nreturn inputData.map(item => {\n  const output = item.json.output;\n  \n  return {\n    json: {\n    \n      \n      // Goals as rich text or multi-line text\n      Goals: output.goal.join('\\n• '),\n      \n      // Execution steps as rich text or multi-line text\n      Execution: output.execution.join('\\n• '),\n      \n      // Outcomes as rich text or multi-line text\n      Outcomes: output.outcome.join('\\n• '),\n      \n      // Keywords as multi-select or text\n      Keywords: output.keywords,\n      \n      // Alternative: If you want all goals in one formatted string\n      GoalsFormatted: '• ' + output.goal.join('\\n• '),\n      ExecutionFormatted: '• ' + output.execution.join('\\n• '),\n      OutcomesFormatted: '• ' + output.outcome.join('\\n• '),\n      \n      // Keywords as comma-separated string (if Notion expects text)\n      KeywordsText: output.keywords.join(', ')\n    }\n  };\n});"
          },
          "typeVersion": 2
        },
        {
          "id": "9a92e535-79e3-44fd-b307-0426d7fb13ea",
          "name": "Notion - Create GEO Summary Page",
          "type": "n8n-nodes-base.notion",
          "position": [
            688,
            32
          ],
          "parameters": {
            "title": "={{ $('Merge - Attach Metadata + Transcript').item.json.title }}",
            "options": {},
            "resource": "databasePage",
            "databaseId": {
              "__rl": true,
              "mode": "list",
              "value": "[Your Database ID]",
              "cachedResultUrl": "https://www.notion.so/example",
              "cachedResultName": "YouTube GEO"
            },
            "propertiesUi": {
              "propertyValues": [
                {
                  "key": "Goal|rich_text",
                  "textContent": "={{ $json.GoalsFormatted }}"
                },
                {
                  "key": "Execution|rich_text",
                  "textContent": "={{ $json.ExecutionFormatted }}"
                },
                {
                  "key": "Outcomes|rich_text",
                  "textContent": "={{ $json.OutcomesFormatted }}"
                },
                {
                  "key": "Keywords|rich_text",
                  "textContent": "={{ $json.KeywordsText }}"
                }
              ]
            }
          },
          "credentials": {
            "notionApi": {
              "id": "credential-id",
              "name": "notionApi Credential"
            }
          },
          "typeVersion": 2.2
        },
        {
          "id": "b01bfd5d-aab7-4b32-9708-8656bd11ca22",
          "name": "HTTP - Get YouTube Audio",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            -1136,
            96
          ],
          "parameters": {
            "url": "=https://youtube-video-fast-downloader-24-7.p.rapidapi.com/download_audio/{{ $json.videoId }}?quality=140\n",
            "options": {},
            "sendBody": true,
            "sendHeaders": true,
            "bodyParameters": {
              "parameters": [
                {
                  "name": "videoId",
                  "value": "={{ $json.videoId }}"
                }
              ]
            },
            "headerParameters": {
              "parameters": [
                {
                  "name": "x-rapidapi-host",
                  "value": "youtube-video-fast-downloader-24-7.p.rapidapi.com"
                },
                {
                  "name": "x-rapidapi-key",
                  "value": "[Your RapidAPI Key]"
                },
                {
                  "name": "Content-Type",
                  "value": "application/json"
                }
              ]
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "49b97a02-564b-42ff-94fc-9c1614956689",
          "name": "YouTube - Fetch Video Details",
          "type": "n8n-nodes-base.youTube",
          "position": [
            -1584,
            32
          ],
          "parameters": {
            "options": {},
            "resource": "video",
            "operation": "get"
          },
          "credentials": {
            "youTubeOAuth2Api": {
              "id": "credential-id",
              "name": "youTubeOAuth2Api Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "71f6a34a-3c35-48f9-aaf7-0760e75893dc",
          "name": "OpenAI - Transcribe Audio (Whisper)",
          "type": "@n8n/n8n-nodes-langchain.openAi",
          "position": [
            -688,
            96
          ],
          "parameters": {
            "options": {},
            "resource": "audio",
            "operation": "transcribe"
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.8
        },
        {
          "id": "2915c932-68ee-4f84-a23c-6dda7c213449",
          "name": "OpenAI Chat Model - GPT-4o-mini",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -16,
            256
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4o-mini",
              "cachedResultName": "gpt-4o-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "827a05fc-f985-4e58-baf6-6e1d438736ae",
          "name": "Memory - Conversation Buffer",
          "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
          "position": [
            128,
            256
          ],
          "parameters": {
            "sessionKey": "GEO-session",
            "sessionIdType": "customKey"
          },
          "typeVersion": 1.3
        },
        {
          "id": "2bd27d1a-f1d3-4ac7-8525-ebf4857380c6",
          "name": "Output Parser - Structured JSON",
          "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
          "position": [
            256,
            256
          ],
          "parameters": {
            "jsonSchemaExample": "{ \n  \"goal\": [\n    \"Automate the creation of client proposals\",\n    \"Eliminate manual formatting and writing\",\n    \"Personalize proposals using existing CRM data\"\n  ],\n  \"execution\": [\n    \"Workflow triggers on demand or scheduled\",\n    \"Fetches lead data from Google Sheets\",\n    \"Filters only proposal-ready leads\",\n    \"GPT-4o generates custom proposal text\",\n    \"Proposal formatted into HTML email\",\n    \"Saved directly as Gmail draft\"\n  ],\n  \"outcome\": [\n    \"Significant time saved per proposal\",\n    \"Consistent, professional output\",\n    \"Higher proposal quality and personalization\",\n    \"Faster pipeline from lead to send\"\n  ],\n  \"keywords\": [\n    \"n8n workflow\",\n    \"business proposals\",\n    \"GPT-4 automation\",\n    \"sales automation\",\n    \"Google Sheets integration\",\n    \"Gmail automation\"\n  ]\n}\n"
          },
          "typeVersion": 1.3
        },
        {
          "id": "7f8a6b79-7c25-417a-8861-d8c6f6112003",
          "name": "AI Agent - GEO Analyzer",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            48,
            32
          ],
          "parameters": {
            "text": "=Video Metadata:\nID: {{ $json.videoId }}\nTitle: {{ $json.title }}\nDescription: {{ $json.description }}\nPublished At: {{ $json.publishedAt }}\nDuration (seconds): {{ $json.usage.seconds }}\n\nThumbnail: {{ $json.thumbnailUrl }}\nURL: {{ $json.videoUrl }}\n\nTranscript:\n{{ $json.text }}\n\nInstructions:\nFrom this video data, generate a structured GEO summary in JSON.\n\nUse this format:\n\n{\n  \"goal\": [],\n  \"execution\": [],\n  \"outcome\": [],\n  \"keywords\": []\n}\n\nRules for each:\n- \"goal\": What is the video trying to solve, teach, or achieve?\n- \"execution\": The step-by-step process, workflow, method, or strategy shown\n- \"outcome\": The transformation, final result, or benefit for the viewer\n- \"keywords\": Output 5–10 SEO keywords relevant to the content\n\nEach field must contain 2–5 bullet points.\nDo not repeat video title or description.\nBe accurate, concise, and factual.\n",
            "options": {
              "systemMessage": "=You are an expert YouTube content analyst AI. Your job is to analyze video content and produce structured GEO summaries that are clear, useful, and easy to rank.\n\nFollow these rules:\n- Never hallucinate\n- Never invent details not present in the text\n- Use only facts from the provided transcription and metadata\n- Be concise, insightful, and analytical\n- Do NOT repeat metadata\n- Do NOT include filler text or intros\n- Always output in exact JSON using the required keys\n"
            },
            "promptType": "define",
            "hasOutputParser": true
          },
          "typeVersion": 2.1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "734242db-4f6a-4c34-a2ca-3cf344f2b998",
      "connections": {
        "Schedule Trigger": {
          "main": [
            [
              {
                "node": "YouTube - Fetch Video Details",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "AI Agent - GEO Analyzer": {
          "main": [
            [
              {
                "node": "Function - Parse GEO JSON",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "HTTP - Get YouTube Audio": {
          "main": [
            [
              {
                "node": "HTTP - Download Audio File",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Function - Parse GEO JSON": {
          "main": [
            [
              {
                "node": "Notion - Create GEO Summary Page",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "HTTP - Download Audio File": {
          "main": [
            [
              {
                "node": "OpenAI - Transcribe Audio (Whisper)",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "IF - Skip if No Transcript": {
          "main": [
            [
              {
                "node": "Merge - Attach Metadata + Transcript",
                "type": "main",
                "index": 1
              }
            ]
          ]
        },
        "Memory - Conversation Buffer": {
          "ai_memory": [
            [
              {
                "node": "AI Agent - GEO Analyzer",
                "type": "ai_memory",
                "index": 0
              }
            ]
          ]
        },
        "Set - Prepare Video Metadata": {
          "main": [
            [
              {
                "node": "Merge - Attach Metadata + Transcript",
                "type": "main",
                "index": 0
              },
              {
                "node": "HTTP - Get YouTube Audio",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "YouTube - Fetch Video Details": {
          "main": [
            [
              {
                "node": "Set - Prepare Video Metadata",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model - GPT-4o-mini": {
          "ai_languageModel": [
            [
              {
                "node": "AI Agent - GEO Analyzer",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Output Parser - Structured JSON": {
          "ai_outputParser": [
            [
              {
                "node": "AI Agent - GEO Analyzer",
                "type": "ai_outputParser",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI - Transcribe Audio (Whisper)": {
          "main": [
            [
              {
                "node": "IF - Skip if No Transcript",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Merge - Attach Metadata + Transcript": {
          "main": [
            [
              {
                "node": "AI Agent - GEO Analyzer",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 1,
    "workflowInfo": {
      "nodeCount": 20,
      "nodeTypes": {
        "n8n-nodes-base.if": {
          "count": 1
        },
        "n8n-nodes-base.set": {
          "count": 1
        },
        "n8n-nodes-base.code": {
          "count": 1
        },
        "n8n-nodes-base.merge": {
          "count": 1
        },
        "n8n-nodes-base.notion": {
          "count": 1
        },
        "n8n-nodes-base.youTube": {
          "count": 1
        },
        "n8n-nodes-base.stickyNote": {
          "count": 6
        },
        "n8n-nodes-base.httpRequest": {
          "count": 2
        },
        "@n8n/n8n-nodes-langchain.agent": {
          "count": 1
        },
        "n8n-nodes-base.scheduleTrigger": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.openAi": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.lmChatOpenAi": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.memoryBufferWindow": {
          "count": 1
        },
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}