YouTube 시청자 댓글 분석기

• •대상 API의 인증 정보가 필요할 수 있음
• •Google Sheets API 인증 정보
• •OpenAI API Key
• •Google Gemini API Key

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        "content": "## [n8n Automation] YouTube Comments Analyzer - Try It Out!\n\n**This n8n workflow demonstrates how to use this AI Agent to extract, process, and analyze YouTube video comments to understand your audience beyond the view count.**\n\nUse cases are many: Whether you're **a YouTube creator** exploring feedback, **a social media manager** fine-tuning engagement strategy, **a brand team** monitoring campaign sentiment, or **a marketing agency** conducting audits – this tool brings audience voice to the forefront with structured insights.\n\n## How It Works\n- The workflow starts when you manually click **Test Workflow** or **Execute Workflow** in n8n.\n- It collects all the rows marked as **Ready** in **Column A** in the **Video URLs** tab of your connected Google Sheet.\n- The tool checks if the URLs are not empty first, then it loops through each valid video URL and sends a **GET** request to the **YouTube API** to fetch its comments.\n- It checks the response from the YouTube API. If the call is successful, the comment data is extracted and split into individual entries. \n- The tool then checks whether the video URL has any comment.\n- If no comment is found, the video URL’s status in **Column A** in the **Video URLs** tab is updated to **Finished** right away.\n- If comments are available, they are passed to the **AI Agent - Analyze Sentiment Of Every Comment** using **the Google Gemini chat model**, where each comment is analyzed and classified by sentiment: **Positive**, **Neutral**, or **Negative**. \n- Next, the analysis results are saved to the **Results** tab in your connected Google Sheet. \n- Finally, the original video URL’s status in **Column A** in the **Video URLs** tab is updated to **Finished**, ensuring it won’t be reprocessed in the loop.\n\n## How To Set Up\n- Download the working package and import it into your n8n interface.\n- Duplicate the [**YouTube Comment Analyzer**](https://docs.google.com/spreadsheets/d/18-3CmJPbC73MycmNiSWotdsyGBAAzqESf33vktwnYmM/edit?gid=426418282#gid=426418282) Google Sheet template to your Google Sheets account.\n- Set up necessary credentials for tools access and usability:\n    + For **Google Sheets** access, ensure each node is properly connected to the correct tab in your connected Google Sheet template: \n     Node **Get Video URLs** → connected to the **Video URLs** tab\n     Node **Insert Comment Data & Analysis** → connected to the **Results** tab\n     Node **Update Video Status** → connected to the **Video URLs** tab\n    + For **YouTube** access, connect to its API in the following node:\n    Node **HTTP Request - Get Comments**\n    + For **Google Gemini** access, connect to its API in the following node:\n    Node **Google Gemini Chat Model**\n- Enter video URLs in **Column B** in the **Video URLs** tab in your connected Google Sheet and mark their status in **Column A** as **Ready**.\n- Click **Test Workflow** or **Execute Workflow** to run the process.\n- Check the results in the **Results** tab of the connected Google Sheet template to view all collected comments along with their sentiment analysis.\n\n## Requirements\n- Basic setup in Google Cloud Console (OAuth or API Key method enabled) with enabled access to YouTube and Google Sheets.\n- API access to **Google Gemini** for sentiment analysis.\n## How To Customize\n- By default, the workflow is manually triggered in N8N. However, you can automate the process by adding a **Google Sheets trigger** that monitors new entries in your connected Google Sheet template and starts the workflow automatically.\n- In the **AI Agent - Analyze Sentiment Of Every Comment** node, you can also change the AI chat model. By default, it uses **Google Gemini**, but you can easily replace it with any other compatible provider such as Deepseek, Grok, etc.\n- You can customize the sentiment categories and instruction prompt for the AI Agent in the **AI Agent – Analyze Sentiment Of Every Comment** node following your needs. Then, the Agent can return sentiment results that align more closely with your intended use case.\n- Also, feel free to integrate additional nodes (like Telegram or Email) to notify you and your team whenever updates and analysis succeed or fail.\n\n## Need Help?\nIf you’d like this workflow customized, or if you’re looking to build a tailored AI Agent for your own business - please feel free to reach out to [**Agent Circle**](https://www.agentcircle.ai/). We’re always here to support and help you to bring automation ideas to life.\n\nJoin our community on different platforms for assistance, inspiration and tips from others.\n\nWebsite: https://www.agentcircle.ai/\nEtsy: https://www.etsy.com/shop/AgentCircle\nGumroad: http://agentcircle.gumroad.com/\nDiscord Global: https://discord.gg/d8SkCzKwnP\nFB Page Global: https://www.facebook.com/agentcircle/\nFB Group Global: https://www.facebook.com/groups/aiagentcircle/\nX: https://x.com/agent_circle\nYouTube: https://www.youtube.com/@agentcircle\nLinkedIn: https://www.linkedin.com/company/agentcircle\n\n\n"
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          "systemPromptTemplate": "You are a highly intelligent and precise sentiment analysis system.  \nWhen given any input text, determine its overall sentiment and classify it into one of the following categories: {categories}. \nUse the provided formatting instructions. Respond with exactly one JSON object and nothing else."
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        "content": "## 1. Read Ready Video URLs\n- The workflow begins by pulling all the rows marked as **Ready** in **Column A** from the **Video URLs** tab of your connected Google Sheet. These are the entries queued for processing."
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        "content": "## 3. Analyze Comment Sentiment, Update Results And Video Status\n- The tool then checks whether the video URL has any comment.\n- If no comment is found, the video URL’s status in **Column A** in the **Video URLs** tab is updated to **Finished** right away.\n- If comments are available, they are passed to **the Google Gemini chat model**, where each comment is analyzed and labeled as: **Positive**, **Neutral**, or **Negative**. \n- Next, the analysis results are saved to the **Results** tab in your connected Google Sheet. \n- Finally, the original video URL’s status in **Column A** in the **Video URLs** tab is updated to **Finished**, ensuring it won’t be reprocessed in the loop."
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        "content": "## 2. Fetch Comments Via YouTube API\n- The tool checks if the URLs are not empty first, then it loops through each valid video URL and sends a **GET** request to the **YouTube API** to fetch its comments.\n- It checks the response from the YouTube API. If the call is successful, the comment data is extracted and split into individual entries. "
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