brand-measurement-dashboard

# Brand Measurement Dashboard Skill

## When to Use
- Establishing KPIs for brand initiatives or campaigns.
- Building recurring dashboards for ELT, marketing, or product leadership.
- Connecting creative execution metrics to business outcomes.

## Framework
1. **Outcome Metrics** – awareness, consideration, preference, NPS, share of voice.
2. **Experience Metrics** – consistency scores, QA pass rate, accessibility compliance, latency.
3. **Engagement Metrics** – content consumption, event attendance, community participation.
4. **Business Impact** – influenced pipeline, win rate lift, pricing power, retention shifts.
5. **Governance Signals** – council throughput, exception volume, training completion.

## Templates
- BI dashboard layout with recommended charts + refresh cadences.
- KPI definition sheet with owners, data sources, and calculation notes.
- Executive summary template highlighting trends, risks, and asks.

## Tips
- Pair qualitative verbatims with trend charts to humanize data.
- Tag each metric with decision owner so follow-ups are clear.
- Integrate with `run-brand-governance-council` for automated reporting.

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