Measure only what helps the team understand a constraint or make a consequential choice.
01
Name the business constraint
Determine whether the immediate limit is awareness, qualified demand, conversion, sales follow-up, capacity, retention, margin, or measurement itself. A channel plan without this diagnosis tends to optimize the wrong stage.
02
Create shared definitions
Define inquiry, qualified lead, opportunity, customer, revenue, cost, and time window. Document exclusions and ownership. A precise dashboard built on disputed definitions is still untrustworthy.
03
Triangulate imperfect evidence
Combine source data, customer-reported discovery, CRM or booking outcomes, call and form quality, branded demand, and controlled tests. Use attribution models as useful views, not as proof that one touch caused the sale.
04
Make and record the decision
State what the evidence changed, who owns the action, when it will be reviewed, and what would reverse the decision. The operating rhythm matters more than adding another chart.