OPERATIONS
How to structure weekly eCommerce KPI reviews for faster decisions
High-performing teams run a repeatable review rhythm that turns data into action without debate fatigue.
Weekly review structure
- Performance snapshot: revenue, conversion, AOV, CAC, and retention movement.
- Channel breakdown: paid, lifecycle, organic, and direct contribution.
- Variance explanation: what changed and why.
- Decision log: what gets launched, paused, or reallocated this week.
Minimum operating standard
- Single KPI source of truth
- Owners assigned for every action item
- 48-hour follow-through on approved changes
A disciplined weekly loop compounds faster than ad hoc monthly reporting.