Mobile analytics, explained without the jargon

It comes up on almost every project, usually later than it should. Here is mobile analytics without the vocabulary that usually surrounds it.

The version of the app your customers are running is rarely the one you just shipped. The teams that stay on top of it are the ones who put it on a calendar rather than a wish list.

The short version

Session data on mobile is noisier than on the web. That sounds obvious written down. It is still the thing most often skipped. Budget a little time for it every quarter and it never becomes a project of its own.

Why people complicate it

Most of the confusion comes from tooling rather than from the idea itself. The reasoning matters more than the rule, because the rule has exceptions.

Track flows, not screens. Getting it slightly wrong is survivable. Ignoring it entirely is not. The practical test is whether someone new to the project could tell, in a minute, that it had been handled.

Turning this into a decision

Respect platform privacy rules or you will be removed. In practice this is a scheduling problem more than a technical one. Assume whoever inherits this will have half your context and none of your patience.

In practice

Mobile releases are slower to correct than web ones, so the cost of shipping a mistake is higher. Three things worth confirming about mobile analytics before you move on:

• Someone can say what the current setup is without going to look
• Track flows, not screens — and you know whether that is true here
• There is a way to tell whether the last change to this helped

Pick the one that would hurt most if it failed, and start there.