Sales went up. What was left after Black Friday?

Orders are up. The ad account shows a strong ROAS. The team has had a busy day. These are useful signals, but none tells us on its own whether Black Friday worked for the business.

We need to understand what remains after discounts and the costs of making those sales. Then we separate the immediate result from future expectations. A new customer may bring value over time, but that value needs evidence and a cautious estimate. It cannot justify an unlimited acquisition cost.

A discount changes more than the displayed price

A 20% price reduction does not mean a 20% profit reduction. The cost of the product can remain the same, while the amount available for advertising, processing and general expenses falls much faster.

Shipping subsidies, gifts, additional discount codes and fees also matter. A bundle may increase basket value while combining products with very different margins. A larger order is not automatically a more profitable one.

Start with individual products or groups with comparable economics. A store-wide average can hide the category generating the return and the category consuming it.

A simplified example with the same basis of calculation

Suppose we sell the same product under three different offers. This is a fictional example; all figures are in RON, excluding VAT. Revenue is after discounts but before any refunds. The cancellation and returns allowance estimates their net effect on contribution, including refunds, unrecovered costs and any recovered stock value.

In the final scenario, RON 150 in revenue divided by RON 35 in advertising spend gives a ratio of approximately 4.29. Yet contribution after advertising is negative: minus RON 5. The revenue-to-ad-spend ratio does not account for the other costs.

Contribution is not net profit. It still needs to cover fixed costs and other expenses excluded here. In a real project, definitions must match the financial records and the treatment of discounts, revenue and refunds.

At RON 20 contribution per order, it would take 2.75 times as many orders to match the RON 55 contribution from an order in the first scenario, with all other conditions unchanged. Extra volume may itself change costs and capacity. This calculation frames the question; it does not predict the outcome.

What threshold can we support?

Contribution before advertising provides a reference for acquisition cost. If we want a certain amount left afterward, we must allow for it. Acceptable thresholds may differ by category and between new and existing customers.

We do not copy another store’s target ROAS. First, we check what reported revenue includes: VAT, delivery charges, cancellations and discounts. We also define the campaign costs being assessed: media spend alone, or production, partners and services too.

An ad account can report a positive result while the whole initiative generates insufficient contribution. Both views are useful when clearly defined and compared over the same period.

Sometimes we accept a smaller immediate contribution

We might want to clear stock that is costly to hold or introduce a product with repeat-purchase potential. A lower initial contribution can support an explicit objective. The important point is knowing what we are funding and the limit we accept.

For new customers, we examine cohorts: groups acquired during a particular period or through an offer. How many return, how soon, and with what contribution? Future revenue is not future profit, and a retention plan is not evidence of retention.

Without that history, we use cautious scenarios and limits. We can test an acquisition hypothesis without treating it as a guaranteed result.

How many orders are genuinely additional?

Someone planning to buy in December may order in November to secure a discount. Someone else may delay an earlier purchase until the promotion. Black Friday can shift demand between periods as well as generate new demand.

We therefore examine the surrounding weeks, seasonality, stock and changes to the offer. A year-on-year comparison has limits when prices, budget, catalog or the market have changed. Where the project and volume allow, experiments can help estimate the additional effect.

Platform attribution shows how conversion credit is assigned under that platform’s rules. It does not establish what would have happened without advertising. We explore this in Would that sale have happened without the ad?

Cash flow and performance run on different timelines

A surge in orders may require stock, packaging and extra resources before the cash arrives. Cash-on-delivery settlements, payment processor schedules, supplier terms and returns all affect liquidity.

An offer can generate a positive contribution and still put cash flow under pressure. Conversely, an advance payment can improve the bank balance before a service is delivered and its costs arise. Review these situations with whoever manages the business’s finances.

For services, future capacity matters particularly. Selling many discounted packages can fill hours that could have supported higher-contribution work. Price and the delivery schedule need to be considered together.

The first report is provisional

During the campaign, we need timely data to act. Afterward, we need sufficiently complete data to draw conclusions. These reports serve different purposes.

We reconcile orders, payments, cancellations and refunds, update cost estimates, and investigate differences between store, platforms and commercial records. Initial allowances are replaced or adjusted using actual information, without counting the same cost twice.

A useful report explains what we sold, to whom, what contribution remained, which stock we cleared and what obligations are still outstanding. Order volume is one part of that answer.

What we set before we launch

At NOT MORE., promotion recommendations start with the financial information the business can provide. We agree on the objective, definitions, estimates and thresholds for intervention.

We then choose the offer and distribution accordingly. Growth, customer acquisition and stock clearance each have a cost and a measure of success. Reporting should preserve that logic through to the final assessment.

Reporting needs validated data and a decision afterward

The client confirms the order, cost, return and payment information available for analysis. NOT MORE. can build the report, connect the agreed sources and explain what the results suggest about the offer, communication and promotion. We state the limitations; marketing analysis is not presented as a financial audit.

The findings should shape the next intervention: which offer to retain, which message to change, which process to correct and what budget can be sustained. If we continue managing the work, those decisions become part of the implementation plan and subsequent reviews.