Analyzer Dashboard

Understand How Your Content Gets Ranked

This dashboard simulates modern feed-ranking systems using engagement forecasting, time-based decay, interaction momentum, media amplification, and trust scoring signals to estimate how your next post may perform.

Momentum Signals

XFlare · v2026

XFlare surfaces the same kinds of triggers the feed model looks for before giving a post extra distribution.

  • Hook Strength

    Short, concrete first lines and open questions make the engagement model predict fast replies.

  • Media Lift

    Native images and video typically add +20–30 points of predicted interaction when they match the copy.

  • Tone Diversity

    Posts that read like duplicated AI output can lose up to 10 points on trust and safety scoring.