douyin-sentiment-dashboard

What This Skill Does

The douyin-sentiment-dashboard skill provides a professional-grade AI analytical engine for Douyin (TikTok China) video comment sections. It works by transforming raw, unstructured user feedback into actionable business intelligence. The skill systematically parses video links, extracts public comment data, processes them through sophisticated sentiment analysis models, and generates a structured report. This report categorizes user feedback into positive, neutral, and negative distributions, highlights key thematic keywords, identifies primary user emotions, and synthesizes long-form insights. By leveraging this tool, content creators, marketers, and researchers can move beyond superficial vanity metrics to understand the 'why' behind audience reception, identifying specific areas of user satisfaction or pain points.

Installation

To integrate this skill into your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/allinherog-star/douyin-sentiment-dashboard

Ensure your AISKILLS_API_KEY is correctly configured in your environment variables to access the paid analysis features.

Use Cases

• Brand Reputation Monitoring: Quickly assess whether a new product launch video is generating positive buzz or negative criticism.
• Content Strategy Optimization: Analyze which specific elements of a video are driving engagement and positive emotions.
• Market Research: Extract recurring keywords from competitors' comment sections to identify unmet consumer needs.
• Crisis Management: Identify sudden spikes in negative sentiment to respond to PR challenges effectively.

Example Prompts

1. "Analyze the sentiment of this Douyin video: https://v.douyin.com/xxxxx. Is the general reaction positive or negative?"
2. "Extract the top keywords and emotional drivers from the comment section of this video: https://v.douyin.com/xxxxx. What do people like the most?"
3. "Give me a comprehensive reputation report for this video: https://v.douyin.com/xxxxx. I need to know if the audience feels satisfied or disappointed."

Tips & Limitations

• Rate Limiting: The analysis process involves multi-step polling. Please be patient while the backend aggregates data for high-traffic videos.
• Quota Awareness: The tool requires an active API key with available credits. If you encounter an 'out of quota' error, visit the official AI Skills dashboard to top up your balance.
• Data Privacy: This skill is designed for public Douyin content. Private video links or non-accessible content cannot be analyzed.
• Accuracy: While our AI model is highly accurate, it is intended to provide a snapshot of public opinion and should be used as a support tool for human decision-making rather than the sole source of truth.