Payout operations / reconciliation
Make the program totals explainable one stage at a time
Reconciliation checks that the purchase, decision, and delivery records tell a consistent story. Reporting then summarizes that story without treating every recorded order as a completed payout.
Compare related stages, not unlike totals
The number of orders considered can differ legitimately from the number of eligible payouts, and eligible payouts can differ from completed recipient handoffs. The reason for the difference matters.
| Record | Question it answers |
|---|---|
| Purchases considered | Which Shopify purchases entered the promotion's scope? |
| Qualification decisions | Which cases are eligible, not eligible, or still unresolved? |
| Delivery information | Which recipient steps have occurred or remain outstanding? |
| Support cases | Which questions need action or further explanation? |
| Order changes | Which purchases need their promotional position reconsidered? |
Make differences actionable
Agree a common reporting period and the meaning of each status. Group unresolved differences by reason and give each group an owner. Do not force totals to match by hiding pending cases or describing unconfirmed delivery as completed.
Report business outcomes separately
Program completion is an operating result. Changes in sales or subsequent purchases require a separate analysis of the campaign and its context. A report should identify what is observed, what remains unknown, and whether the available evidence supports the conclusion.
Plan for clear delivery
Plan a clear path from purchase to promotional payout.
Discuss the offer, customer expectations and the next program decision.