Symptom
The distortion lives in aggregate lifecycle revenue — it grows as more customers are reactivated while per-customer expansion rate falls — the two metrics move in opposite directions and only the aggregate appears in standard reporting.
You asked
Reactivated customers return to generating revenue at a flat level — they purchase but fail to expand through upgrades increased frequency or deeper engagement creating a 14pp expansion rate gap versus retained customers.
Symptom
The distortion lives in aggregate lifecycle revenue — it grows as more customers are reactivated while per-customer expansion rate falls — the two metrics move in opposite directions and only the aggregate appears in standard reporting.
Cause
Win-back campaigns return customers to a price point established by the promotional offer without a deliberate expansion motion — customers anchor at the re-subscription tier and have no trigger to upgrade or increase usage.
Impact
The 14pp expansion rate gap between retained and reactivated cohorts compounds to a 30% LTV shortfall at month twelve — the business must continuously reactivate to maintain revenue that retained customers would have grown automatically.
Reactivated customers return to generating revenue at a flat level — they purchase but fail to expand through upgrades increased frequency or deeper engagement creating a 14pp expansion rate gap versus retained customers.
The distortion lives in aggregate lifecycle revenue — it grows as more customers are reactivated while per-customer expansion rate falls — the two metrics move in opposite directions and only the aggregate appears in standard reporting.
Win-back campaigns return customers to a price point established by the promotional offer without a deliberate expansion motion — customers anchor at the re-subscription tier and have no trigger to upgrade or increase usage.
The 14pp expansion rate gap between retained and reactivated cohorts compounds to a 30% LTV shortfall at month twelve — the business must continuously reactivate to maintain revenue that retained customers would have grown automatically.