Cohort analysis compares groups at the same age rather than mixing users of different ages in one average. It is how teams read retention, LTV and ROAS honestly: a D30 number only means something for cohorts that are at least 30 days old.
Segment cohorts by source, country, platform and version to see where performance actually comes from — blended cohorts hide mix changes.