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

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Auto-Translate & Recreate TikTok Carousels with Gemini Vision & Midjourney preview
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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

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 an...

Best for

  • Content Creation automation workflows
  • Multimodal AI automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.scheduletrigger, n8n-nodes-base.httprequest, n8n-nodes-base.movebinarydata, n8n-nodes-base.if, n8n-nodes-base.splitout, @n8n/n8n-nodes-langchain.googlegemini, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Xavier Tai.

Original n8n.io source

1.1 Workflow description

Title
Auto-Translate & Recreate TikTok Carousels with Gemini Vision & Midjourney
Workflow name
Auto-Translate & Recreate TikTok Carousels with Gemini Vision & Midjourney

🎨 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

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Daily TikTok Check

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.2

Block 2 - Fetch TikTok RSS Feed

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 3 - Parse RSS Feed

Type / Role
n8n-nodes-base.moveBinaryData - moveBinaryData
Config choices
Version 1.1

Block 4 - Filter: Only 3-Image Posts

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2.2

Block 5 - Split Images

Type / Role
n8n-nodes-base.splitOut - splitOut
Config choices
Version 1

Block 6 - Download Image

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 7 - Extract Text & Layout (Gemini Vision)

Type / Role
@n8n/n8n-nodes-langchain.googleGemini - googleGemini
Config choices
Version 1

Block 8 - Create Midjourney Prompt

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2.2

Block 9 - OpenAI GPT-4

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 10 - Generate New Image (Midjourney)

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 11 - Wait for Image Generation

Type / Role
n8n-nodes-base.wait - wait
Config choices
Version 1.1

Block 12 - Combine 3 Images

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 13 - Save to Review Sheet

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.7

Block 14 - Send Review Notification

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.1

Block 15 - Monitor Section

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 16 - Analysis Section

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 17 - Translation Section

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 18 - Generation Section

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 19 - Delivery Section

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 20 - Setup Guide

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 21 - Translate to English

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.8

3. Summary Table

Workflow Auto-Translate & Recreate TikTok Carousels with Gemini Vision & Midjourney
Complexity advanced
Nodes 21
Categories Content Creation, Multimodal AI
Author Xavier Tai
Published 06 Oct 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/9305/9305.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Auto-Translate & Recreate TikTok Carousels with Gemini Vision & Midjourney do?

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 an...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Content Creation, Multimodal AI use case.