You cannot explain where “direct” traffic came from

The practical fix

Label future campaign links and keep a simple promotion log.

Do this now

1. Open the page, advert or report where the problem appears.
2. Make the single change above without altering unrelated parts.
3. Record what changed and check the next meaningful result.