D2C reporting system blueprint
This system combines storefront, analytics, advertising, CRM, service, fulfillment, payment, return, and finance data into a governed D2C operating view. It reconciles revenue and spend, applies shared funnel and margin definitions, explains material changes by channel, market, product, and customer cohort, and assigns follow-up actions.
- Business function
- Leadership
- Operating context
- D2C & e-commerce
- Primary owner
- D2C General Manager
Operating brief
What starts the system
A scheduled daily, weekly, or period-end D2C reporting refresh begins.
Orders, payments, refunds, spend, and finance are reconciled before final reporting
Operating sequence
How the system works
1. Reconcile orders, payments, refunds, returns, spend, inventory, and finance across shared dimensions.
2. Calculate governed acquisition, funnel, retention, service, inventory, revenue, and margin measures.
3. Diagnose material movements, request owner commentary, and publish the approved operating review.
Inputs
- Storefront, web analytics, advertising, CRM, and customer data
- Orders, payments, refunds, returns, fulfillment, inventory, and support data
- Finance actuals, cost, margin, attribution, KPI definitions, targets, and owners
Outputs
- Current sourced D2C performance report
- Owned exception, commentary, and action register
Controls
- Orders, payments, refunds, spend, and finance are reconciled before final reporting
- KPI, attribution, cost, margin, and cohort definitions are versioned and approved
Source landscape
Examples of systems it may connect to
- Shopify
- Google Analytics 4
- Microsoft Power BI
- Funnel
- Supermetrics
Reusable core
What can carry across companies
The reusable core is commerce-data reconciliation, governed KPI calculation, variance diagnosis, commentary, action tracking, and lineage.
Your installation
What must be adapted
Channels, markets, products, attribution, costs, customer cohorts, targets, calendars, and ownership reflect the business model.
Start with the closest pattern–or start from your process.
The catalogue represents reusable operating shapes, not fixed off-the-shelf applications.