
You're reviewing marketing results for a card acquisition campaign, and leadership wants to know whether the uplift is real or mostly a function of broader market conditions. The period overlaps with normal seasonal swings and some external economic movement, so a simple before-and-after read could be misleading.
How do you account for external economic factors or seasonality when analyzing campaign performance?