social-trend-monitor

You can generate dated trend briefs that aggregate cross-platform data, score topics for relevance and brand fit, and output citable insights with source URLs and risk flags to monitor social media trends without manual scraping.

The best way to score trending topics for content strategy risk is by evaluating recency, audience fit, and brand alignment to generate actionable risk flags, ensuring your social content avoids unsuitable narrative angles.

Yes, you can use generated trend briefs to feed tiktok video ads workflows by extracting ready-to-use actionable angles and audience-fit scores, providing direct creative insights rather than automatically posting content.

Yes, trend monitoring output includes source citations for hashtag analysis by generating dated briefs with source URLs, confidence notes, and recency indicators stored as markdown files for archival and reproducibility.

You archive dated social content trend reports for reproducibility by saving generated markdown briefs under workspace/drafts/social/trends/ with companion sections like scored-topics and raw-hits, ensuring historical data remains accessible.