Engagement Core Metrics

Total engagements, unique engagers, repeat engagers, and average comment length provide the baseline context for every insight that follows.

What it does

Summarizes the engagement baseline for a time window, separating total activity from unique participation and repeat engagement. Comment length adds depth context to the raw counts.

Why it matters

High engagement with low repeat participation suggests discovery. High repeat with longer comments indicates consolidation and peer level exchange. This module makes that distinction visible at a glance.

Use cases

• Marketing: validate whether engagement is broad reach or concentrated influence.
• Sales: detect whether stakeholders are returning and investing attention.
• CS: track whether thought leadership is building an active nucleus.
• Leadership: benchmark momentum before deeper analysis.

Value delivered

Provides a clear baseline so teams can interpret every downstream insight with the right context and avoid overreacting to single post spikes.