YouTube Audience Comment Analyzer - n8n Automation Workflow (LIMITED OFFER $0)

Imagine uploading a new video. Within minutes, you get a sheet showing which comments are positive, what topics sparked replies, and which ones gained the most likes. That’s instant audience intelligence.

What The YouTube - Audience Comment Analyzer Does

This ready-to-use automation workflow lets you instantly analyze the comments on any YouTube video using just its URL. With one click, you’ll get:

• Each comment’s sentiment (Positive, Neutral, or Negative)
• Like count for each comment
• Reply count to measure engagement
• Author name, timestamps alongside sentiment labels
• A centralized, structured output in Google Sheets

Whether you're a content creator, marketer, brand strategist, or data nerd, this tool reveals how your audience really feels — no coding required.

Why You Need This YouTube - Audience Comment Analyzer

Let’s be real: scrolling through hundreds of comments and guessing your audience’s mood is exhausting.

With our YouTube – Audience Comment Analyzer, you:

• Eliminate the manual grunt work
• Get data-driven sentiment insights
• Know which comments spark engagement (replies + likes)
• Plug into Google Sheets and manage everything in one place

Understand what’s working. Fix what’s not. Create with clarity.

How to Set It Up (Quick & Simple)

1. Download the Workflow from this page

2. Import to Your n8n: No coding needed—just drag, drop, and connect.

3. Update API Credentials

• Google API Key (Node: HTTP Request - Get Comments)
• Google Sheet API (Node: Google Sheet)
• ChatGPT API Key (Node: OpenAI Chat Model)

4. Download the Google Sheet Template: [YouTube - Audience Comment Analyzer]

5. Link the Google Sheet Template [YouTube - Audience Comment Analyzer] to the workflow and you’re ready to run!

How to Use

1. Paste your YouTube video link into the Video URLs sheet

2. Set the status column to ready

3. Hit “Run Test Workflow” inside your n8n

4. View all results neatly organized in the Results sheet 🎉

Customize to Your Needs

Want to filter by keyword? Change the analysis format? Or schedule this workflow to run daily? You can customize everything in n8n — no tech team required.

• Filter by Keywords or Likes
  Insert an IF node to only process comments matching your criteria.
• Schedule regular runs
  Swap the Manual Trigger for a Cron node for automated, recurring analysis.
• Advanced LLM outputs
  Swap out sentiment classification for topic tagging, summaries, or translations by tweaking the chat prompt.
• Alternate destinations
  Point results to Airtable, Notion, or any other database node instead of Google Sheets.

Who Is It For?

• YouTube creators wanting deeper audience insight
• Social media managers optimizing content strategy
• Brand teams measuring campaign sentiment
• Agencies running comment audits at scale

Ready to Explore?

✅ Download for free now
No payment. No commitment. Start understanding your audience at scale.

💬 Need help or want to customize your workflow?
👉 Join Our Discord Community for help with setup, optimization tips, and AI workflow discussions — or visit our website at www.agentcircle.ai to explore more tools.