{ "workflow": { "id": 4328, "name": "Scrape TikTok profile & transcript with Dumpling AI and save to Google Sheets", "views": 2372, "recentViews": 0, "totalViews": 2372, "createdAt": "2025-05-22T21:47:28.961Z", "description": "\n\n### Who is this for?\n\nThis workflow is built for marketers, researchers, and content analysts who need to monitor TikTok content, analyze user data, or track trends across influencers. It's useful for agencies that manage creators or want to keep an organized record of profile performance and video content for reporting or outreach.\n\n---\n\n### What problem is this workflow solving?\n\nInstead of manually checking TikTok profiles or watching videos to understand performance or content, this workflow automates everything. It extracts both profile statistics and full video transcripts, then logs them in Google Sheets for easy access, filtering, and segmentation.\n\n---\n\n### What this workflow does\n\nThe automation watches for new TikTok video URLs added to a Google Sheet. When a new row is detected:\n\n1. It extracts the username from the URL.\n2. Sends the username to Dumpling AI to get full profile data (followers, likes, videos).\n3. Sends the video URL to Dumpling AI to extract the full transcript.\n4. Appends all this information back into the same sheet.\n\nEverything happens automatically after a new URL is added to the sheet.\n\n---\n\n### Setup\n\n1. **Google Sheets Trigger** \n - Connect your Google account and select the spreadsheet where TikTok links will be added. \n - The workflow will trigger on each new row.\n - Example sheet column: `USERNAME Video`\n\n2. **Extract Username** \n - This Set node uses RegEx to extract the username (handle) from the TikTok video URL.\n - No need to change anything unless TikTok URL formatting changes.\n\n3. **Dumpling AI Profile Scraper** \n - Go to [Dumpling AI](https://app.dumplingai.com/) \n - Sign in and retrieve your API key \n - Create an agent using the `get-tiktok-profile` endpoint \n - Paste your API key into the `httpHeaderAuth` field in n8n\n\n4. **Dumpling AI Transcript Scraper** \n - Also uses Dumpling AI \n - Make sure the endpoint `get-tiktok-transcript` is enabled in your Dumpling account \n - Connect using the same API key\n\n5. **Save to Google Sheets** \n - The final node appends data back to your original Google Sheet \n - Required columns: `USERNAME Video`, `Username`, `Follower count`, `Following Count`, `heart count`, `Video Count`, `Transcript`\n\n---\n\n### How to customize this workflow to your needs\n\n- Add a filter node to only save profiles with a minimum follower count \n- Add sentiment analysis for the transcript using OpenAI \n- Connect Airtable or Notion instead of Google Sheets \n- Use GPT to summarize or classify transcripts for research\n\n---\n\n### ⚠️ Notes\n\n- Requires a Dumpling AI account and API key \n- Make sure Google Sheets API is connected and has the correct permissions \n- TikTok usernames must start with `@` for RegEx to work\n\n---\n", "workflow": { "id": "Ds5H7wm74GpWPQNC", "meta": { "instanceId": "a1ae5c8dc6c65e674f9c3947d083abcc749ef2546dff9f4ff01de4d6a36ebfe6", "templateCredsSetupCompleted": true }, "name": "Scrape TikTok Profile & Transcript with Dumpling AI and Save to Google Sheets", "tags": [], "nodes": [ { "id": "5f9ee78c-393b-4e7b-87e8-d89101bc50bb", "name": "Watch for New TikTok Links in Sheet", "type": "n8n-nodes-base.googleSheetsTrigger", "position": [ -600, -220 ], "parameters": { "event": "rowAdded", "options": {}, "pollTimes": { "item": [ { "mode": "everyMinute" } ] }, "sheetName": { "__rl": true, "mode": "list", "value": "", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DWaAJRixKtThSewdhCxHILsvaAlSzd8kKx6-w3oWqx8/edit#gid=0", "cachedResultName": "Sheet1" }, "documentId": { "__rl": true, "mode": "list", "value": "", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DWaAJRixKtThSewdhCxHILsvaAlSzd8kKx6-w3oWqx8/edit?usp=drivesdk", "cachedResultName": "Videos" } }, "credentials": { "googleSheetsTriggerOAuth2Api": { "id": "credential-id", "name": "googleSheetsTriggerOAuth2Api Credential" } }, "typeVersion": 1 }, { "id": "c60c56c9-4a52-4640-8c07-236ee8a281ab", "name": " Extract Username from TikTok URL", "type": "n8n-nodes-base.set", "position": [ -380, -220 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "42a565a7-1f01-49b6-a781-ab3d9896828c", "name": "USERNAME", "type": "string", "value": "={{ $json[\"USERNAME Video\"] && $json[\"USERNAME Video\"].match(/@([^\\/]+)/) ? $json[\"USERNAME Video\"].match(/@([^\\/]+)/)[1] : null }}" } ] } }, "typeVersion": 3.4 }, { "id": "0f60893c-5cfa-4521-9921-91cf61acbf12", "name": " Get TikTok Profile Data using Dumpling AI", "type": "n8n-nodes-base.httpRequest", "position": [ -160, -220 ], "parameters": { "url": "https://app.dumplingai.com/api/v1/get-tiktok-profile", "method": "POST", "options": {}, "jsonBody": "={\n \"handle\": \"{{ $json.USERNAME }}\"\n}\n", "sendBody": true, "sendQuery": true, "sendHeaders": true, "specifyBody": "json", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "queryParameters": { "parameters": [ {} ] }, "headerParameters": { "parameters": [ {} ] } }, "credentials": { "httpHeaderAuth": { "id": "credential-id", "name": "httpHeaderAuth Credential" } }, "typeVersion": 4.2 }, { "id": "bbe2ccef-6ce2-4ace-9adb-0ec947dcdc44", "name": "Get TikTok Video Transcript using Dumpling AI", "type": "n8n-nodes-base.httpRequest", "position": [ 60, -220 ], "parameters": { "url": " https://app.dumplingai.com/api/v1/get-tiktok-transcript", "method": "POST", "options": {}, "jsonBody": "={\n \"videoUrl\": \"{{ $('Watch for New TikTok Links in Sheet').item.json['USERNAME Video'] }}\"\n}\n", "sendBody": true, "specifyBody": "json", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth" }, "credentials": { "httpHeaderAuth": { "id": "credential-id", "name": "httpHeaderAuth Credential" } }, "typeVersion": 4.2 }, { "id": "7785398a-fae6-49fb-9e38-d98e76a9dd71", "name": "Save Profile Stats and Transcript to Google Sheet", "type": "n8n-nodes-base.googleSheets", "position": [ 280, -220 ], "parameters": { "columns": { "value": { "Username ": "={{ $(' Extract Username from TikTok URL').item.json.USERNAME }}", "Transcript": "={{ $json.transcript }}", "Video Count": "={{ $(' Get TikTok Profile Data using Dumpling AI').item.json.stats.videoCount }}", "heart count": "={{ $(' Get TikTok Profile Data using Dumpling AI').item.json.stats.heart }}", "Follower count": "={{ $(' Get TikTok Profile Data using Dumpling AI').item.json.stats.followerCount }}", "USERNAME Video": "={{ $('Watch for New TikTok Links in Sheet').item.json['USERNAME Video'] }}", "Following Count": "={{ $(' Get TikTok Profile Data using Dumpling AI').item.json.stats.followingCount }}" }, "schema": [ { "id": "USERNAME Video", "type": "string", "display": true, "required": false, "displayName": "USERNAME Video", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Username ", "type": "string", "display": true, "required": false, "displayName": "Username ", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Follower count", "type": "string", "display": true, "required": false, "displayName": "Follower count", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Following Count", "type": "string", "display": true, "required": false, "displayName": "Following Count", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "heart count", "type": "string", "display": true, "required": false, "displayName": "heart count", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Video Count", "type": "string", "display": true, "required": false, "displayName": "Video Count", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "Transcript", "type": "string", "display": true, "required": false, "displayName": "Transcript", "defaultMatch": false, "canBeUsedToMatch": true } ], "mappingMode": "defineBelow", "matchingColumns": [], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {}, "operation": "append", "sheetName": { "__rl": true, "mode": "list", "value": "", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DWaAJRixKtThSewdhCxHILsvaAlSzd8kKx6-w3oWqx8/edit#gid=0", "cachedResultName": "Sheet1" }, "documentId": { "__rl": true, "mode": "list", "value": "", "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1DWaAJRixKtThSewdhCxHILsvaAlSzd8kKx6-w3oWqx8/edit?usp=drivesdk", "cachedResultName": "Videos" } }, "credentials": { "googleSheetsOAuth2Api": { "id": "credential-id", "name": "googleSheetsOAuth2Api Credential" } }, "typeVersion": 4.5 }, { "id": "f702661a-1495-44df-990d-eb92bbff562f", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -910, -620 ], "parameters": { "width": 720, "height": 560, "content": "🎯 Workflow Purpose\n#### This automation monitors a Google Sheet for new TikTok video links. When a new link is added, it uses Dumpling AI to extract both the creator's profile data and the transcript of the linked video. Finally, it writes the results back to the Google Sheet.\n---\n#### 🧩 Node Breakdown\n\n1. **Watch for New TikTok Links in Sheet** \n Triggers when a new TikTok video URL is added to the sheet.\n\n2. **Extract Username from TikTok URL** \n Uses a RegEx match to isolate the TikTok handle from the video URL.\n\n3. **Get TikTok Profile Data using Dumpling AI** \n Sends the username to Dumpling AI to retrieve stats like followers, following, likes, and total video count.\n\n4. **Get TikTok Video Transcript using Dumpling AI** \n Extracts the transcript for the video using the URL.\n\n5. **Save Profile Stats and Transcript to Google Sheet** \n Appends the video URL, username, profile stats, and transcript into the same spreadsheet.\n" }, "typeVersion": 1 } ], "active": false, "pinData": {}, "settings": { "executionOrder": "v1" }, "versionId": "9b39c10d-bac9-43a4-a31a-cc07b69d7004", "connections": { " Extract Username from TikTok URL": { "main": [ [ { "node": " Get TikTok Profile Data using Dumpling AI", "type": "main", "index": 0 } ] ] }, "Watch for New TikTok Links in Sheet": { "main": [ [ { "node": " Extract Username from TikTok URL", "type": "main", "index": 0 } ] ] }, " Get TikTok Profile Data using Dumpling AI": { "main": [ [ { "node": "Get TikTok Video Transcript using Dumpling AI", "type": "main", "index": 0 } ] ] }, "Get TikTok Video Transcript using Dumpling AI": { "main": [ [ { "node": "Save Profile Stats and Transcript to Google Sheet", "type": "main", "index": 0 } ] ] } } }, "lastUpdatedBy": 29, "workflowInfo": { "nodeCount": 6, "nodeTypes": { "n8n-nodes-base.set": { "count": 1 }, "n8n-nodes-base.stickyNote": { "count": 1 }, "n8n-nodes-base.httpRequest": { "count": 2 }, "n8n-nodes-base.googleSheets": { "count": 1 }, "n8n-nodes-base.googleSheetsTrigger": { "count": 1 } } }, "status": "published", "user": { "name": "Yang", "username": "yang", "bio": "", "verified": true, "links": [ "" ], "avatar": "https://gravatar.com/avatar/6c996ff9ed140535b522858466c376f84e755b851b34b0ad900e4e6568568f84?r=pg&d=retro&size=200" }, "nodes": [ { "id": 18, "icon": "file:googleSheets.svg", "name": "n8n-nodes-base.googleSheets", "codex": { "data": { "alias": [ "CSV", "Sheet", "Spreadsheet", "GS" ], "resources": { "generic": [ { "url": "https://n8n.io/blog/love-at-first-sight-ricardos-n8n-journey/", "icon": "❀️", "label": "Love at first sight: Ricardo’s n8n journey" }, { "url": "https://n8n.io/blog/why-business-process-automation-with-n8n-can-change-your-daily-life/", "icon": "🧬", "label": "Why business process automation with n8n can change your daily life" }, { "url": "https://n8n.io/blog/automatically-adding-expense-receipts-to-google-sheets-with-telegram-mindee-twilio-and-n8n/", "icon": "🧾", "label": "Automatically Adding Expense Receipts to Google Sheets with Telegram, Mindee, Twilio, and n8n" }, { "url": "https://n8n.io/blog/supercharging-your-conference-registration-process-with-n8n/", "icon": "🎫", "label": "Supercharging your conference registration process with n8n" }, { "url": "https://n8n.io/blog/creating-triggers-for-n8n-workflows-using-polling/", "icon": "⏲", "label": "Creating triggers for n8n workflows using polling" }, { "url": "https://n8n.io/blog/no-code-ecommerce-workflow-automations/", "icon": "store", "label": "6 e-commerce workflows to power up your Shopify s" }, { "url": "https://n8n.io/blog/migrating-community-metrics-to-orbit-using-n8n/", "icon": "πŸ“ˆ", "label": "Migrating Community Metrics to Orbit using n8n" }, { "url": "https://n8n.io/blog/automate-google-apps-for-productivity/", "icon": "πŸ’‘", "label": "15 Google apps you can combine and automate to increase productivity" }, { "url": "https://n8n.io/blog/your-business-doesnt-need-you-to-operate/", "icon": " πŸ–₯️", "label": "Hey founders! 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