Your Activation Problem Might Actually Be a Measurement Problem
The first recurring SaaS pattern I notice:
When in reality it’s just that the 'measurements' weren’t accurate, teams tend to think that the users didn’t activate.
While front-end metrics report that users activated.
Back-end reality knows that users didn’t go through the necessary step.
Now the team begins optimizing user onboarding, retention, or messaging using incorrect data.
This creates an interesting dichotomy: the product team trying to solve one kind of user problem while not being able to validate the exact nature of the problem due to systems issues.
Many conversations about “user drop-offs” could turn out to be conversations about instrumentation all along.
How many teams have encountered this frontend-vs-backend tracking changes over time?