Different spellings for one campaign split reports into separate rows. A shared naming glossary helps teams compare sources, channels and campaigns more reliably.
Practical steps
- Keep source, medium and campaign names in one glossary.
- Avoid inconsistent casing and spelling.
- Do not add unnecessary campaign tags to internal links.
Define the scope
Measurement needs clear definitions as well as data collection. Instead of storing unnecessary information, document how sources, events and outcomes relate to business decisions.
How to check the result
Compare test scenarios with real records. Use matching periods, time zones and scope; note missing data caused by consent refusal or technical errors.
A common mistake
Platform and CRM counts may differ. Labelling one figure successful without explaining that difference can lead to poor decisions.
Example application
For example, a submitted form and an enquiry that becomes a sale are distinct events. Define each and its authoritative source before comparing them.




