Visitor ID Missing in Matomo

We track conversion actions in another system, along with the matomo Visitor ID of the user. We’ve noticed that on an increasing amount of these sessions that when we look up the Visitor ID in matomo it’s missing.

This feels quite strange to me, as it’s matomo that generated the ID we have in the first place.

Any thoughts on why we are unable to lookup these visitors?