AI-powered viral trend analysis for TikTok and Instagram with GPT-4

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Important notice

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

1. Workflow Overview

Automatically discover, analyze, and report the most viral TikTok and Instagram videos in your niche every day. This workflow leverages AI and Apify to help you stay ahead of ...

Best for

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

Tools used

n8n-nodes-base.scheduletrigger, n8n-nodes-base.set, n8n-nodes-base.httprequest, n8n-nodes-base.merge, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.if

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: AI-powered viral trend analysis for TikTok and Instagram with GPT-4
Workflow name: AI-powered viral trend analysis for TikTok and Instagram with GPT-4

Automatically discover, analyze, and report the most viral TikTok and Instagram videos in your niche every day. This workflow leverages AI and Apify to help you stay ahead of social media trends.

What This Workflow Does

Scrapes trending videos from TikTok and Instagram using Apify.
Filters and analyzes content based on engagement, growth rate, and recency.
Uses AI (OpenAI GPT-4 Vision & GPT-4) to provide visual and trend analysis for each video.
Identifies “super viral” content and sends instant Slack alerts.
Saves results to Google Sheets and sends a daily email report with the top trends.

Use Cases

Social Media Managers: Instantly spot viral trends to inform your content strategy.
Content Creators: Get daily inspiration from the fastest-growing videos in your niche.
Marketing Teams: Monitor competitor performance and adapt to new trends quickly.
Agencies: Automate trend research and reporting for multiple clients.

How to Configure

Workflow Configuration:
Add your API keys, set engagement thresholds, and adjust main workflow settings.
Search Config:
Enter your keywords, hashtags, language, and time window for content discovery.
Scrape TikTok & Scrape Instagram:
Set up your Apify API credentials and endpoints.
Save to Google Sheets:
Connect your Google account and select the destination spreadsheet.
Send Daily Digest Email:
Add the recipient’s email address and customize the message if needed.
Send Super Viral Alert (optional):
Configure your Slack webhook for instant notifications.

> Tip: Test each integration and double-check your credentials before activating the workflow.

Requirements

Apify account and API token
Google account for Sheets integration
OpenAI API key (for AI analysis)
Slack webhook URL (optional, for viral alerts)

Stay ahead of the curve and never miss a viral trend again!

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 Trigger (08:00)

Type / Role: n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices: Version 1.3

Block 2 - Workflow Configuration

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

Block 3 - Search Config

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

Block 4 - Scrape TikTok

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.3

Block 5 - Scrape Instagram

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.3

Block 6 - Normalize TikTok Results

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

Block 7 - Normalize Instagram Results

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

Block 8 - Combine Platforms

Type / Role: n8n-nodes-base.merge - merge
Config choices: Version 3.2

Block 9 - Filter High-Growth Videos

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

Block 10 - OpenAI GPT-4 Vision Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices: Version 1.3

Block 11 - Analyze Visual Hook (GPT-4 Vision)

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 3

Block 12 - OpenAI GPT-4 Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices: Version 1.3

Block 13 - Analyze Trend & Adaptation (GPT-4)

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 3

Block 14 - Check Super Viral Threshold

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

Block 15 - Mark as Super Viral

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

Block 16 - Mark as Normal

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

Block 17 - Merge Viral Flags

Type / Role: n8n-nodes-base.merge - merge
Config choices: Version 3.2

Block 18 - Save to Google Sheets

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

Block 19 - Select Top 5-10 Videos

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

Block 20 - Send Daily Digest Email

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

Block 21 - Send Super Viral Alert

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

Block 22 - Prepare Email Data

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

Block 23 - Sticky Note

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

Block 24 - Sticky Note1

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

Showing the first 24 of 29 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow	AI-powered viral trend analysis for TikTok and Instagram with GPT-4
Complexity	advanced
Nodes	29
Categories	Market Research, AI Summarization
Author	Țugui Dragoș
Published	01 Dec 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/11411/11411.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 AI-powered viral trend analysis for TikTok and Instagram with GPT-4 do?

Automatically discover, analyze, and report the most viral TikTok and Instagram videos in your niche every day. This workflow leverages AI and Apify to help you stay ahead of ...

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.

Țugui Dragoș

18 workflows

Nodes

n8n-nodes-base.scheduletrigger n8n-nodes-base.set n8n-nodes-base.httprequest n8n-nodes-base.merge n8n-nodes-base.code @n8n/n8n-nodes-langchain.lmchatopenai @n8n/n8n-nodes-langchain.agent n8n-nodes-base.if

Complexity

advanced

Published 01 Dec 2025

Likes 0

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Install path: /data/workflows/11411/11411.json

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AI-powered viral trend analysis for TikTok and Instagram with GPT-4

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

What This Workflow Does

Use Cases

How to Configure

Requirements

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Daily Trigger (08:00)

Block 2 - Workflow Configuration

Block 3 - Search Config

Block 4 - Scrape TikTok

Block 5 - Scrape Instagram

Block 6 - Normalize TikTok Results

Block 7 - Normalize Instagram Results

Block 8 - Combine Platforms

Block 9 - Filter High-Growth Videos

Block 10 - OpenAI GPT-4 Vision Model

Block 11 - Analyze Visual Hook (GPT-4 Vision)

Block 12 - OpenAI GPT-4 Model

Block 13 - Analyze Trend & Adaptation (GPT-4)

Block 14 - Check Super Viral Threshold

Block 15 - Mark as Super Viral

Block 16 - Mark as Normal

Block 17 - Merge Viral Flags

Block 18 - Save to Google Sheets

Block 19 - Select Top 5-10 Videos

Block 20 - Send Daily Digest Email

Block 21 - Send Super Viral Alert

Block 22 - Prepare Email Data

Block 23 - Sticky Note

Block 24 - Sticky Note1

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