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Turn YouTube videos into summaries, transcripts, and visual insights

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Turn YouTube videos into summaries, transcripts, and visual insights preview
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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? This workflow is built for anyone who works with YouTube content, whether you're: A learner looking to understand a video’s key points A content creator repurposing video material ...

Best for

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

Tools used

n8n-nodes-base.manualtrigger, n8n-nodes-base.set, n8n-nodes-base.switch, n8n-nodes-base.stickynote, n8n-nodes-base.httprequest, n8n-nodes-base.if, n8n-nodes-base.code

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Turn YouTube videos into summaries, transcripts, and visual insights
Workflow name
Turn YouTube videos into summaries, transcripts, and visual insights

Who is this for?

This workflow is built for anyone who works with YouTube content, whether you're:

  • A learner looking to understand a video’s key points
  • A content creator repurposing video material
  • A YouTube manager looking to update titles, descriptions
  • A social media strategist searching for the most shareable clips

Don't just ask questions about what's said. Find out what's going on in a video too.

Video Overview: https://www.youtube.com/watch?v=Ovg_KfKxnC8

What problem does this solve?

YouTube videos hold valuable insights, but watching and processing them manually takes time. This workflow automates:

  • Quick content extraction: Summarize key ideas without watching full videos
  • Visual analysis: Understand what’s happening beyond spoken words
  • Clip discovery: Identify the best moments for social sharing

How the workflow works

This n8n-powered automation:

  1. Uses Google’s Gemini 1.5 Flash AI for intelligent video analysis
  2. Provides multiple content analysis templates tailored to different needs

What makes this workflow powerful?

The easiest place to start is by requesting a summary or transcript. From there, you can refine the prompts to match your specific use case and the type of video content you’re working with.

But what's even more amazing? You can ask questions about what’s happening in the video — and get detailed insights about the people, objects, and scenes. It's jaw-dropping.

This workflow is versatile — the actions adapt based on the values set. That means you can use a single workflow to:

  • Extract transcripts
  • Generate an extended YouTube description
  • Write a summary blog post

You can also modify the trigger based on how you want to run the workflow — use a webhook, connect it to an event in Airtable, or leave it as-is for on-demand use. The output can then be sent anywhere: Notion, Airtable, CMS platforms, or even just stored for reference.

How to set it up

  1. Connect your Google API key
  2. Paste a YouTube video URL
  3. Select an analysis method
  4. Run the workflow and get structured results

Analysis Templates

  • Basic & Timestamped Transcripts: Extract spoken content
  • Summaries: Get concise takeaways
  • Visual Scene Analysis: Detect objects, settings, and people
  • Clip Finder: Locate shareable moments
  • Actionable Insights: Extract practical information

Customization Options

  • Modify templates to fit your needs
  • Connect with external platforms
  • Adjust formatting preferences

Advanced Configuration

This workflow is designed for use with gemini-1.5-flash. In the future, you can update the flow to work with different models or even modify the HTTP request node to define which API endpoint should be used.

It's also been designed so you can use this flow on it's own or add to a new / existing worflow.

This workflow helps you get the most out of YouTube content — quickly and efficiently.

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 - When clicking ‘Test workflow’

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

Block 2 - Set: Define Initial Variables

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

Block 3 - Switch: What kind of question do we want to ask?

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

Block 4 - Set: Scene Prompt

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

Block 5 - Set: Summarize Prompt

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

Block 6 - Set: Transcript Prompt

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

Block 7 - Set: Fallback

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

Block 8 - Set: Transcript with Timestamps Prompt

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

Block 9 - Set: Scene Clips

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

Block 10 - Sticky Note6

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

Block 11 - Set Fields: Define Outcome

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

Block 12 - HTTP Request to Google

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

Block 13 - Set: Merged Values

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

Block 14 - If: Was an error detected?

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

Block 15 - Sticky Note1

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

Block 16 - Code: Merge data from prior nodes with HTTP Output

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

Block 17 - Sticky Note5

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

Block 18 - Sticky Note7

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

Block 19 - Sticky Note8

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

Block 20 - Sticky Note9

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

Block 21 - Sticky Note10

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

Block 22 - Sticky Note11

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

Block 23 - Sticky Note13

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

Block 24 - Sticky Note14

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

Showing the first 24 of 26 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Turn YouTube videos into summaries, transcripts, and visual insights
Complexity advanced
Nodes 26
Categories Content Creation, AI Summarization
Author Colleen Brady
Published 17 Mar 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/3188/3188.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 Turn YouTube videos into summaries, transcripts, and visual insights do?

Who is this for? This workflow is built for anyone who works with YouTube content, whether you're: A learner looking to understand a video’s key points A content creator repurposing video material ...

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, AI Summarization use case.