The question / What needs a decision?
See the business.
Know where to act.
Example reporting week, compared with the weekly plan. Fictional figures demonstrate the review format; this is a sample, not a live reporting system.
Net sales$48,0004% below $50,000 plan
Contribution after advertising$8,64018% vs. 22% plan
60-day second-purchase rate21%4 pts below 25% target
Orders shipped on time93%4 pts below 97% target
Where net sales came from
What the numbers are telling us
Sales are $2,000 below plan, but contribution is $2,360 short of the $11,000 plan. At the planned 22% margin, the sales shortfall explains $440; the lower margin explains the remaining $1,920.
Decision: hold the proposed ad budget increase until the team identifies the margin gap and resolves the shipping backlog.
From reporting to action
Swipe sideways to explore the table →
| Exception | Action | Owner | Due |
|---|
| Contribution rate below plan | Separate the impact of discounts, product mix, fulfillment and advertising. | Finance + growth | Tuesday |
| Repeat rate below target | Review eligible cohorts and approve one post-purchase test. | Lifecycle lead | Wednesday |
| Shipping service below target | Quantify the backlog by cause and assign a recovery plan. | Operations lead | Monday |
Metric definitions and data checks
Net sales: sales after discounts and returns, excluding tax. Contribution after advertising: net sales less product costs, variable fulfillment, payment fees and advertising. It excludes fixed overhead and is not net profit.
60-day second-purchase rate: customers with a second order within 60 days divided by first-time customers in fully matured acquisition cohorts. On-time shipping: orders shipped by the promised date divided by orders due to ship in the period.
Production setup: reconcile commerce and POS exports to finance, agree cost allocation, document refresh timing, and flag missing or delayed sources before each review.