Begin with the decision

Define what the organization needs to learn or change: awareness in a scarce audience, candidate relevance, employee belief, or activation consistency.

Use leading and lagging signals

Combine reach and engagement with message association, candidate quality, experience indicators, employee advocacy, and retention context.

Create a learning cycle

Measurement should change the next campaign, experience decision, or leadership action—not simply complete a report.