Imagine uploading a new video…

Within minutes, you get a sheet showing:

• ✅ Which comments are positive

• 💬 What topics sparked replies

• 👍 Which ones gained the most likes

That’s instant audience intelligence.

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🎯 What The YouTube – Audience Comment Analyzer Does

This ready-to-use automation workflow lets you instantly analyze comments on any YouTube video using just its URL.

With one click, you’ll get:

• 📊 Sentiment analysis: Positive, Neutral, or Negative

• 👍 Like count for each comment

• 💬 Reply count to measure engagement

• 🧑‍💻 Author name + timestamps + sentiment labels

• 📄 Centralized, structured output in Google Sheets

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

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🔍 Why You Need This YouTube – Audience Comment Analyzer

Let’s be real: scrolling through hundreds of comments is exhausting.

With this tool, you can:

• 🧹 Eliminate manual grunt work

• 📈 Get data-driven sentiment insights

• 💡 Know which comments spark engagement (replies + likes)

• 🗂 Manage everything in Google Sheets

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

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⚙️ How to Set It Up (Quick & Simple)

1. 📥 Download the workflow from this page

2. 📦 Import to n8n – no coding needed

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 to the workflow – you’re ready to run!

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▶️ 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. See results neatly organized in the Results sheet

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🛠 Customize to Your Needs

Want to add filters or automate it? You can modify everything in n8n:

• 🔍 Filter by Keywords or Likes
  → Use an IF node to only process matching comments

• ⏰ Schedule regular runs
  → Replace the Manual Trigger with a Cron node

• 💡 Advanced LLM outputs
  → Use ChatGPT for topic tagging, summaries, translations, etc.

• 💾 Alternate destinations
  → Send results to Airtable, Notion, or any other DB

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👥 Who Is It For?

• 🎥 YouTube creators seeking audience insight

• 📱 Social media managers optimizing strategy

• 🧠 Brand teams tracking campaign sentiment

• 📊 Agencies conducting comment audits

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🚀 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 setup support, optimization tips, and workflow discussions.