Analyze competitor visual content across Instagram and TikTok with GPT-4o Vision

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Important notice

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

1. Workflow Overview

Who Is This For Marketing teams, social media managers, and brand strategists who want to understand competitor visual strategies across multiple platforms. Perfect for agencies managing multiple c...

Best for

Market Research automation workflows
AI Summarization automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, @apify/n8n-nodes-apify.apify, n8n-nodes-base.code, n8n-nodes-base.aggregate, n8n-nodes-base.googlesheets, n8n-nodes-base.formtrigger, n8n-nodes-base.set, n8n-nodes-base.switch

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by 福壽一貴.

Original n8n.io source

1.1 Workflow description

Title: Analyze competitor visual content across Instagram and TikTok with GPT-4o Vision
Workflow name: Analyze competitor visual content across Instagram and TikTok with GPT-4o Vision

Who Is This For

Marketing teams, social media managers, and brand strategists who want to understand competitor visual strategies across multiple platforms. Perfect for agencies managing multiple client accounts or brands looking to benchmark their visual content.

What This Template Does

This workflow automates competitive visual intelligence gathering across Instagram and TikTok using AI-powered image analysis:

Collects recent posts from your account and up to 3 competitors via a simple form interface
Routes content to appropriate Apify scrapers based on selected platforms
Filters and processes image content from scraped posts
Analyzes each image using GPT-4o Vision to extract color palettes, composition styles, mood/emotion, and text design elements
Generates a comprehensive competitive analysis report with actionable recommendations
Logs all analysis results to Google Sheets for historical tracking

Requirements

Apify account with API access (for Instagram and TikTok scraping)
OpenAI API key with GPT-4o access
Google Sheets connected for logging results

How to Set Up

Configure Apify credentials: Connect your Apify account in the credential settings
Add OpenAI API key: Enter your API key in the "Workflow Configuration" node (replace YOUR_OPENAI_API_KEY)
Set up Google Sheets:
- Create a new spreadsheet with columns: timestamp, own_account, competitors, platforms, posts_analyzed, summary
- Update the "Log Results to Google Sheets" node with your document ID
Activate the workflow and access the form via the provided webhook URL

How to Customize

Adjust analysis depth: Modify the postsCount variable to analyze more or fewer posts per account
Customize AI prompts: Edit the prompt in "Analyze Images with GPT-4o Vision" to extract different visual attributes
Add more platforms: Extend the Platform Router to include additional social networks
Change report format: Modify the prompt in "Generate Competitive Analysis Report" for different output structures

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 - Sticky Note - Overview

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

Block 2 - Sticky Note - Step 1

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

Block 3 - Sticky Note - Step 2

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

Block 4 - Sticky Note - Step 3

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

Block 5 - Sticky Note - Step 4

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

Block 6 - Sticky Note - Step 5

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

Block 7 - Sticky Note - Step 6

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

Block 8 - Scrape Instagram Posts

Type / Role: @apify/n8n-nodes-apify.apify - apify
Config choices: Version 1

Block 9 - Scrape TikTok Posts

Type / Role: @apify/n8n-nodes-apify.apify - apify
Config choices: Version 1

Block 10 - Analyze Images with GPT-4o Vision

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 11 - Aggregate All Results

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

Block 12 - Generate Competitive Analysis Report

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 13 - Log Results to Google Sheets

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

Block 14 - Form Trigger1

Type / Role: n8n-nodes-base.formTrigger - formTrigger
Config choices: Version 2.3

Block 15 - Workflow Configuration1

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 16 - Platform Router1

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.3

Block 17 - Filter Images Only1

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

3. Summary Table

Workflow	Analyze competitor visual content across Instagram and TikTok with GPT-4o Vision
Complexity	advanced
Nodes	17
Categories	Market Research, AI Summarization
Author	福壽一貴
Published	07 Dec 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/11573/11573.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

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

Download workflow JSON Original n8n.io source Market Research workflows AI Summarization workflows

Frequently asked questions

What does Analyze competitor visual content across Instagram and TikTok with GPT-4o Vision do?

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 Market Research, AI Summarization use case.

福

福壽一貴

3 workflows

Nodes

n8n-nodes-base.stickynote @apify/n8n-nodes-apify.apify n8n-nodes-base.code n8n-nodes-base.aggregate n8n-nodes-base.googlesheets n8n-nodes-base.formtrigger n8n-nodes-base.set n8n-nodes-base.switch

Complexity

advanced

Published 07 Dec 2025

Likes 0

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Install path: /data/workflows/11573/11573.json

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Analyze competitor visual content across Instagram and TikTok with GPT-4o Vision

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Who Is This For

What This Template Does

Requirements

How to Set Up

How to Customize

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Sticky Note - Overview

Block 2 - Sticky Note - Step 1

Block 3 - Sticky Note - Step 2

Block 4 - Sticky Note - Step 3

Block 5 - Sticky Note - Step 4

Block 6 - Sticky Note - Step 5

Block 7 - Sticky Note - Step 6

Block 8 - Scrape Instagram Posts

Block 9 - Scrape TikTok Posts

Block 10 - Analyze Images with GPT-4o Vision

Block 11 - Aggregate All Results

Block 12 - Generate Competitive Analysis Report

Block 13 - Log Results to Google Sheets

Block 14 - Form Trigger1

Block 15 - Workflow Configuration1

Block 16 - Platform Router1

Block 17 - Filter Images Only1

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions