From active users to paid evidence

Price the cohort you actually have.

Your 95% student mix is not a footnote. Model the student path separately, then see the conversion lift or price change that moves monthly revenue.

Paid users
Monthly revenue$636
Blended conversion9.1%
Student lift target+1.0pp

See which cohort is doing the work.

Students
91 paid / $456
Non-students
9 paid / $135

Interpret the tradeoff.

A one-point improvement in student conversion is worth more than a one-point improvement in the smaller standard cohort.

How to use this

Run the current offer first. If the student rail dominates users but not revenue, test a student price or activation improvement. Measure conversion by cohort, not one blended percentage.

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