Every comment across all your connected platforms flows into FeedGuardians in real-time.
AI processes each comment for sentiment, keywords, intent, spam probability, and language.
Data appears on interactive charts, heatmaps, and tables you can filter and drill into.
Schedule automated reports or export data as CSV, PDF, or JSON for your team.
Monitor comment volume over time by post, platform, or campaign. Spot trends and correlate with content strategy.
Track how audience sentiment evolves across days, weeks, and months. Identify what content drives positive engagement.
Discover the most frequently mentioned words and phrases in your comments. Understand what your audience talks about.
Heatmaps reveal when your audience is most active and which time slots generate the healthiest engagement.
Monitor spam percentage over time. See which posts attract the most spam and how moderation rules perform.
Compare metrics across Instagram, Facebook, TikTok, and Bluesky side by side in unified views.
Prove the ROI of your moderation and engagement strategy with hard data. Show leadership exactly how comment health improved.
Measure campaign performance through comment sentiment and keyword analysis. Optimize messaging based on real audience feedback.
Monitor brand health across platforms. Detect reputation issues early and track the impact of your brand-building efforts.
Generate white-label client reports automatically. Show comment analytics, moderation stats, and engagement improvements each month.
Identify product feedback themes in comments. Track sentiment around launches, promotions, and customer service interactions.
Understand what content resonates by analyzing comment patterns. Double down on topics that generate the most positive engagement.
The dashboard tracks comment volume over time, sentiment distribution, top keywords and phrases, engagement patterns by hour and day, spam rates, response times, and commenter demographics. Every metric can be filtered by platform, post, date range, or campaign.
Yes. Export any dashboard view as CSV, PDF, or JSON. Schedule automated weekly or monthly reports delivered to your email or Slack. Data exports include all raw comment data plus computed metrics.
Analytics data is available from the moment you connect your accounts. We process all historical comments accessible through the platform APIs, which typically covers the last 12 months of data. Going forward, every comment is tracked in real-time.
Absolutely. The cross-platform view lets you compare comment volume, sentiment, and engagement metrics between Instagram, Facebook, TikTok, and Bluesky side by side. Identify which platforms drive the healthiest engagement.
Yes. Heatmaps show exactly when your audience is most active and what times generate the most positive engagement. Use this data to optimize your posting schedule for maximum comment quality and volume.
Yes! Start a 7-day free trial with full access to Comment Analytics and all FeedGuardians features. No credit card required. See your complete comment intelligence dashboard from day one.