An example of completed work
What the campaign comparison could not show
A useful report shows both what can be concluded and what still needs checking.
Online retail · measurement review
In an online retailer’s CRM export, some order value had no campaign tag. I separated that value from the tagged campaigns and excluded an identified test entry. The outcome was a clear limit on the campaign comparison and a plan to check reporting periods, payment definitions and how campaign details reach the CRM. The source of the untagged orders remained unresolved. This was a measurement finding, not a proven improvement in revenue.
Anonymous example. Client details and exact figures are withheld for confidentiality.







