Why promotions flatter reports
A sale brings in customers who would have bought at full price. Attribution often credits ads for those sales too, so revenue rises whether the offer helped or not.
A fair baseline
- Compare with the same days last month and the same days last year, adjusted for known season.
- Compare traffic and spend too. A quiet baseline week makes almost any sale look strong.
- Write the baseline period and its offer in the report, so the comparison is visible to the reader.
What to show
- Revenue, orders, average order value and discount depth, side by side.
- Margin after the discount, using the same definition as the break-even line.
- MER for the period, with the spend it was based on.
Words to avoid
- 'The campaign drove the record week' when no test or holdout shows it. Say what ran at the same time.
- 'Record' without the comparison period written next to it.










