🎬 Auto-Translate & Recreate TikTok Carousels with Gemini Vision & Midjourney

⚡ 276 views · 🎬 Content Creation & Video

💡 Pro Tip — Since TikTok doesn’t have a public API, getting data usually means fragile HTTP scraping. ScraperNode is a community node that gives you clean JSON for TikTok profiles, videos, and comments — drop it into your workflow and skip the parsing.

Description

🎨 TikTok Carousel Replicator & Translator

An end-to-end automation system that monitors TikTok accounts for new 3-image carousel posts, extracts text overlays and visual layouts using AI vision analysis, translates content into English, and automatically regenerates brand-new carousel images ready for review and posting.

What It Does

This workflow eliminates the manual process of:

• Daily monitoring for new carousel content
• Screenshot capture and image extraction
• Text transcription and translation
• Layout recreation in design tools
• Manual formatting and brand consistency checks

Instead, it delivers 3 production-ready images to your inbox every morning—complete with translated text, matched composition, and side-by-side comparisons for quick approval.

Key Features

• Automated Daily Monitoring - Checks target TikTok accounts on schedule
• AI-Powered Vision Analysis - Extracts text, layout, and composition with Gemini Vision
• Smart Translation - Converts text to natural English while preserving intent
• Intelligent Image Generation - Recreates carousels with Midjourney/DALL-E based on analyzed layouts
• Review Dashboard - Organized Google Sheets with original vs. new comparisons
• Email Notifications - Morning digest with clickable previews

Who It’s For

Content creators, social media managers, and marketing teams who need to adapt high-performing carousel content from other languages into English—without spending hours in Canva every day.

Time Saved

From 3+ hours of manual work → 2 minutes of review per carousel set.

Workflow Breakdown

Monitor → Extract & Analyze → Translate → Generate → Review & Deliver

Each section runs automatically, processing images sequentially and delivering organized results to your review dashboard with email notifications.

🚀 SETUP INSTRUCTIONS

Required Credentials:

1. Google Gemini API - For vision analysis
2. Midjourney API (or alternative: DALL-E, Stable Diffusion)
3. OpenAI API - For prompt generation and translation enhancement
4. Google Sheets - For review dashboard
5. Gmail - For notifications

Configuration Steps:

1. Replace @USERNAME in TikTok RSS node with target account
2. Set your Google Sheet ID in “Save to Review Sheet” node
3. Update email addresses in notification node
4. Test with a single post before enabling daily schedule

Alternative Approaches:

• Can use TikTok API instead of RSS (if available)
• Can use Canva API instead of Midjourney for generation
• Can integrate with Airtable for more advanced review workflows
• Can add approval workflow with interactive buttons

🔗 Nodes Used

Google Sheets, HTTP Request, Convert to/from binary data, Gmail, Schedule Trigger, AI Agent

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup