Most marketing reports measure the wrong things.
Not wrong in the sense of being inaccurate.
Wrong in the sense of measuring what is easy, not what is meaningful.
Impressions. Reach. Follower counts. Engagement rates.
Visible numbers. Easy to report. Easy to present.
They show that something is happening.
Whether that something is moving the business forward is often answered separately — if at all.
The problem is structural
The metrics most commonly reported in marketing are platform-defined. They are what the platforms make visible, not what the business finds profitable.
When these metrics become the primary measure of success, strategy starts to follow them.
Campaigns optimise for engagement instead of conversion.
Content is produced for algorithmic performance instead of audience relevance.
The reporting looks strong.
The commercial impact is harder to trace.
The order is wrong
The alternative is simple. It is rarely done.
Define the KPI before the strategy. Not after the campaign is running.
This requires a more precise question than most briefs ask:
What does this audience need to believe or do for this investment to have been commercially justified?
The answer to that question should define what gets measured — not the platform’s default analytics.
What should actually be measured
Revenue-proximate metrics look different depending on the objective.
For a brand entering a new market, it may be brand recall within a defined segment.
For a conversion campaign, it is cost per qualified lead or cost per sale — not cost per click.
For retention, it is repeat purchase rate or average order value.
None of these are difficult to measure.
All of them require clarity on what the work is meant to achieve.
This is not a reporting issue
The KPI problem is not a data problem.
It is a strategy problem that presents itself as a reporting problem.
It is not solved by better dashboards.
It is solved by better questions — asked before a single campaign is built.