Review outcomes before delivery metrics

Start with qualified leads, purchases and pipeline value when available. CPM, CPC and CTR are useful diagnostics, not the end objective.

Separate stable and exploratory spend

Maintain a clear share for proven structures and a smaller test budget with predefined hypotheses, stopping rules and learning documentation.

Compare within the right window

Account for seasonality, attribution delay, time zones, conversion windows and sample size. Avoid declaring a winner after a handful of events.

Look beyond the ad account

Quality of the landing page, response speed and offer clarity can matter as much as targeting. Use site and CRM evidence to interpret platform data.

Leave with a decision log

Record what changes next, who owns it, the expected signal and when it will be reviewed. The most valuable budget review ends with actions, not screenshots.

Try this next

Pick one improvement, document the starting point, agree on a useful signal and review it on a realistic timeline.