Start with the outcome
Metrics become useful when they relate to a decision. Ask what customer or business change you want to understand before choosing a dashboard. Counting everything can make the important signals harder to see.
Distinguish activity from value
A user opening an application is activity. Completing a meaningful task may be a better indicator of value. For a learning service, enrolment alone does not reveal whether learners understand the material or apply it.
Add guardrails
Improving one measure can damage another. A faster checkout might increase errors if important information is hidden. Pair the primary indicator with measures that reveal quality, customer confusion or unintended consequences.
Understand the measurement
Check how events are recorded, which users are included and whether missing data could distort the result. Compare relevant groups and time periods. A change in the audience can alter a headline metric even when the product experience stays the same.
Pair activity measures with evidence that customers are getting value.
