Reports distinguish complete, partial, unavailable, backfilling, and error states.
Shopify app analytics features
Reports that lead to a decision, not another spreadsheet.
SaaSMetricsHQ turns Shopify Partner data into a connected operating view of revenue quality, retention, conversion, and customer activity.
Revenue intelligence
Know what is growing, not just what was billed.
Track MRR, ARR, revenue, ARPU, LTV, usage charges, and active subscriptions with historical context and transparent definitions.
Decisions this supports
- See whether growth comes from more customers, higher value, or variable usage.
- Compare current performance with meaningful historical snapshots.
- Reconcile headline MRR against plan-level contribution.
Retention clarity
Find the moment customer value begins to leak.
Use customer cohorts, revenue cohorts, user churn, and subscription churn to separate product abandonment from paid cancellation.
Decisions this supports
- Identify the cohort month with the steepest drop-off.
- Compare retention before and after onboarding or pricing changes.
- Prioritize customer-success work using observed lifecycle behavior.
Growth quality
Connect installs to durable paid growth.
Compare installs with uninstalls and follow mature cohorts through trial and paid conversion milestones.
Decisions this supports
- Judge acquisition on downstream paid conversion, not install volume alone.
- Locate the funnel stage that needs product or messaging work.
- See when uninstalls are erasing acquisition gains.
Customer context
Move from a chart to the customers behind it.
Review active subscribers, plan mix, customer activity, and account timelines without leaving the reporting workspace.
Decisions this supports
- Find the customer segment behind a revenue or churn change.
- Understand recent installs, cancellations, and plan movements.
- Give product and support teams the same operational context.
Built for operational confidence
Know when the number is ready to trust.
Formulas and assumptions stay visible so teams interpret the same number consistently.
Switch products and date ranges while keeping the reporting question in view.