aco commerce
Playbook

Prove lift

Use a baseline to decide what deserves to scale.

Lift is useful when it is tied to a clear comparison. Read the result against the baseline, check that the time window has enough traffic, and separate a real improvement from an early signal.

What to do next

If the result is strong and stable, expand carefully. If it is unclear, keep the surface focused and collect more signal before making another change.