Data Intelligence PH

E-commerce

Orders, returns, fees and attribution

A useful starting question

Reconcile gross orders to cancellations and refunds before measuring channel outcomes.

Related scopes and readiness

• Reports and data foundations Scoped service
• Marketing measurement Scoped service
• Customer order intake Workflow scoped per engagement

Prepare a concrete discussion

• Name the business decision, accountable owner and reporting period.
• Identify the sources you are permitted to use and their level of detail.
• Agree a baseline and the observable output that would support a decision.

These related scopes do not establish a sector-specific data feed, research panel or accepted implementation. Inspect each offering’s inputs and limitations.

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