Most campaign dashboards blend projections and results into one confident number. Here is how to tell which half you are looking at.
Every campaign report is two datasets wearing one outfit. There is what you expected — reach modelled from audience size and historical rates — and there is what happened, counted from real events. Presented together without a label, the second quietly inherits the confidence of neither.
The rule: measured supersedes estimate, cell by cell
Performance is assembled per channel and per date. Where a measured value exists for that cell it replaces the estimate outright; where it does not, the estimate stands and is labelled as one. Nothing is averaged between the two, because the average of a guess and a fact is a third thing that is neither.
Click tracking is the first genuinely measured metric on the platform: a tracked link, a redirect, a counted visit. Conversions follow through a pixel or a postback. Everything else on a fresh campaign is still modelling, and it says so.
Read cost per creator carefully
When a creator’s cost appears next to their results, that is the full booking — not a slice of it apportioned to the reporting window. A three-month placement does not become cheap because you are looking at one month of it. Compare like for like, or compare over the whole flight.
What a good report says out loud
- Which numbers are counted. Clicks and conversions are events. Reach and impressions on an unmeasured channel are still projections.
- How fresh they are. A rollup is exactly as current as the last time it ran. A dashboard that does not tell you when it last updated is asking you to assume.
- What the money bought. Committed spend across a campaign includes both the media buys and the briefs. A figure drawn from only one of them is a wrong number, not a partial one.
An estimate labelled as an estimate is useful. An estimate labelled as a result is a liability.
