retention-dashboard
Use to visualize churn, expansion, and health metrics across cohorts.
What this skill does
# Retention Dashboard Toolkit Skill ## When to Use - Automating retention reviews for CS, lifecycle marketing, or execs. - Tracking pilot outcomes for adoption/save plays. - Providing drillable dashboards to segment owners. ## Framework 1. **Metric Definitions** – ARR retention, logo retention, expansion %, health scores. 2. **Cohort Dimensions** – plan, persona, region, industry, product, acquisition channel. 3. **Visualization Layout** – summary tiles, cohort heatmaps, waterfall, signal callouts. 4. **Alerting Layer** – thresholds for Slack/email alerts when metrics breach targets. 5. **Annotation Workflow** – capture commentary, actions, and follow-up owners. ## Templates - BI dashboard spec (metrics, dimensions, filters, refresh cadence). - Weekly retention digest format. - Alert template with context + call to action. ## Tips - Normalize metrics (e.g., ARR, accounts, seats) to avoid confusion. - Tie charts to plays so stakeholders know what to do next. - Pair with `activation-map` to log actions triggered by signals. ---
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