Description

Turn vague monitoring needs involving a company, brand, person, product, event, or industry issue into a clear, actionable public opinion analysis plan. It defines the subjects, monitoring mode, time range, region, and output format; expands core terms, aliases, related entities, and industry risk terms; and lists the planned coverage across news media, social platforms, video platforms, forums and communities, review and complaint sites, official announcements, and regulatory and judicial sources. You confirm the scope before collection begins; if direct execution is authorized, the complete plan and its criteria are still retained. Based on public information, it creates a source-backed materials list with timestamps, platforms, and coverage notes. It distinguishes reposts, promotional content, and verifiable facts, avoiding claims that results from a single platform represent the entire internet. Analysis includes volume trends, sentiment, topic clusters, peak drivers, propagation paths, key communicators, and risk levels, while clearly separating facts, inferences, and recommendations. For competitor monitoring, it supports multidimensional comparisons of product features, service capabilities, advertising, marketing campaigns, user sentiment, and profitability, explaining the basis for each rating and the sources of differences. The results can be organized into a decision-maker-friendly public opinion report with an executive summary, trends and visual maps, risk alerts, response messaging, data sources, and uncovered channels. It can also generate a visual webpage, an executive presentation version, or a recurring monitoring plan as needed.