Usage Health Scorecard Skill

When to Use

• Tracking activation/retention metrics for self-serve and hybrid customer cohorts.
• Monitoring the impact of PLG experiments on core product health.
• Sharing health snapshots with product, growth, and CS leads.

Framework

1. Metric Groups – activation, engagement, collaboration, monetization, support load.
2. Segmentation – persona, plan, cohort, region, product area.
3. Thresholds – traffic light ranges for each metric with warning/critical bands.
4. Alerting – notification rules for drops, anomalies, or experiment impacts.
5. Action Registry – log remediation steps, owners, due dates, and results.

Templates

• Scorecard layout (metric, current, target, delta, owner).
• Dashboard wireframe with spark lines + annotations.
• Action tracker for follow-up tasks linked to health changes.

Tips

• Pair with launch-in-app-experiments to watch guardrails post-launch.
• Include qualitative signals (support tags, NPS) to contextualize telemetry.
• Archive snapshots to tell longitudinal stories in QBRs.

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