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The MAUse Trap

MAU is a very common metric and for social networks itβs often their Northstar metric (read more about Northstars).
The problem is that most donβt know that itβs actually a composition of 4 metrics.
If you donβt break it down, you fall into what I call a MAUse trap.

The biggest reason companies fail is they churn more than they retain.
They need to replace everyone churning causing CACs to skyrocket.
It becomes a death spiral.
By unpacking MAU into 4 metrics, you identify trouble zones and proactively address them.
The 4 metrics
MAU = Newly active + Continuing active + Churned + Resurrected
Also, reminder that an βActive userβ can mean many things. Itβs up to you to define that.
Newly active
These are all the users that were active for the first time ever in that month.
This doesnβt mean only those that signed up in that month. It can include users who signed up a year ago but just became active that month.
Continuing active
All users that were active last month who continue to be active this month.
Churned
All users that were active last month who are not active this month.
There are many ways to define churn, but for social networks where MAU is most relevant, they have low churn windows. Churn is on the order of days/weeks and not months.
Be careful not to confuse reporting churn which is what weβre doing here with actual definitions of churn using data science.
Resurrected
All users that were not active last month who are active this month.
The same caveat from Churned applies here. Defining them as βchurnβ last month may not be scientifically accurate. In the next section Iβll share how to use ratios to help you understand whatβs going on.
Hereβs a helpful little chart:

How to properly track
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