Start with the reporting period and the store being measured. Then follow the figures from sales through costs to profit. Check which fees are included, how returns are defined, and whether the example represents a selected store or a wider group.
First, identify the period and the store
A store’s lifetime sales, its last thirty days and a quarter of activity describe different things. Before comparing results, identify the dates and whether the report covers one store or several.
Store maturity also matters. A recently launched store and a store with years of operating history are not at the same point. If a portfolio report combines several stores, check whether the reporting windows match before adding figures together.
The Wealth Automators collection includes examples with different periods and levels of detail. The report itself should remain available so you can inspect that context.
Follow sales through to profit
Sales are the starting point. They do not, by themselves, show what the business earns after costs.
A useful review follows the money through product costs, marketplace fees, fulfillment, refunds and the other expenses included in the statement. Ask whether management charges and any profit share are already deducted.
Scroll horizontally to compare all columns.
| Figure | What to clarify |
|---|---|
| Sales or gross merchandise value (GMV) | What activity is counted, and are refunds or cancellations included? |
| Net revenue | Which deductions have already been made? |
| Product cost | What products and period does the cost cover? |
| Operating expenses | Which platform, fulfillment and management costs are included? |
| Profit | Is it gross profit, operating profit or an amount after all stated charges? |
| ROI | Which profit amount is divided by which cost or capital amount? |
There is no need to infer a missing cost treatment. Ask for the definition and an example calculation.
Compare like with like
Use the same period and the same cost definitions when comparing stores. If one example reports revenue and another reports profit, they do not answer the same question.
Likewise, a return measured against cost of goods should not be compared directly with a return measured against total capital. The guide to return on cost and capital explains the distinction with simple arithmetic.
If totals differ between a report table and its summary, ask which costs or dates explain the difference. Clear reporting should make those differences explainable.
Understand why this example was selected
A case study is normally a selected example. It may show a particular marketplace, period, maturity stage or operating situation. It does not automatically describe all stores managed by a company.
Ask how the example was chosen and whether it resembles the kind of business being discussed with you. A small group of reports can provide detail without establishing average or typical performance.
Avoid projecting a selected month into future periods as though the result will repeat. Business conditions and operating outcomes can change.
Separate profit from available cash
A profit statement and cash availability serve different purposes. Marketplace settlement timing, reserves, refunds and inventory funding can affect when money is available, even when a statement reports profit.
An owner should understand both. Ask how reporting connects to the underlying marketplace activity, cash movements and any amounts still needed to run the store.
Use the report to ask better questions
Good questions are specific: which dates does this cover, which costs are included, what is the capital requirement, and how would I receive comparable reporting as an owner?
Explore the published store reports with those questions in mind. Then review how the business is managed or book an intro call about the current model.
This guide is a reading framework for the company’s published case-study collection. It does not independently verify those reports or establish expected results.
If these reports support a business purchase, use the acquisition due diligence checklist to connect financial verification with inventory, account and transfer checks.