bettafish-opinion-analysis

You can generate a public-opinion report without a database by using multi-agent workflows that search the web and social media platforms to synthesize real-time data into Word, PDF, and HTML deliverables. The skill aggregates provenance directly without requiring ETL pipelines.

Tracking brand reputation crises involves running parallel Query and Media agents to fetch web and social media data across platforms like Xiaohongshu and Bilibili. This multi-agent approach cross-validates multimedia content and produces editorial-style HTML reports for crisis monitoring.

Yes, you can extract video frames for sentiment analysis from platforms like Bilibili and Douyin. The MediaAgent workflow fetches multimedia content and extracts video frames when needed to cross-validate insights for your topic trend analysis.

This public-opinion analysis tool supports exporting interactive HTML visualizations. It produces dual-format deliverables, including an editorial-style interactive HTML report featuring ECharts and D3 visualizations alongside professional Word and PDF documents.

To perform a competitor comparison, you instruct the tool to analyze specific brands over a timeframe like 30 days. The InsightAgent runs parallel searches across platforms like Zhihu, aggregating provenance from WebSearch and WebFetch to output a comprehensive competitor report.

A limitation of using multi-agent web searches for crisis monitoring is the reliance on real-time data fetching rather than a persistent database, meaning historical trend analysis depends entirely on current search results and WebFetch availability without stored ETL pipelines.