Metrics help teams notice change. They do not always tell a complete story about what caused it.
Define the measure
Agree on what the metric includes, how it is collected, and which period it covers. A shifting definition makes comparisons unreliable.
Check the context
Look at traffic mix, seasonality, pricing, product changes, and tracking changes before attributing a result to one action.
Choose the next question
Use the result to form a narrower hypothesis. Decide what evidence would support or challenge it, then make the next change deliberately.
The useful loop is change, measure, learn, and repeat—with room to question the explanation.
