Helping customers choose and buy is only part of the growth picture. Algoshop AI Sales Chatbot supports buying conversations; afterward, a merchant still needs to understand what those orders leave after product costs, fees, shipping and advertising. Margeny focuses on that order-profit question rather than treating revenue as the answer.
Margeny combines Shopify sales with product costs, fees, shipping, refunds and advertising spend. This guide follows one order's contribution into a weekly advertising decision, showing why increased revenue does not automatically justify a larger campaign budget.
Define the profit question before reading a dashboard
Revenue measures sales, not what remains after costs. Product gross profit, order contribution and operating profit answer progressively broader questions.
Margeny's published feature definitions distinguish contribution margin—net sales less product costs, payment fees and shipping—from profit after ads, which subtracts advertising spend next. Contribution is measured before fixed costs and advertising. This distinction helps you identify whether the problem starts with the products sold or with the spending needed to acquire customers.
The definitions matter because two dashboards can display different “profit” amounts while using different cost scopes. A result excluding overhead should not be described as the entire business's net profit.
Before acting, write down the time window, currency, tax treatment and included cost categories. A clean number without a defined scope can still support the wrong decision.
What Margeny brings into the calculation
The Margeny listing describes order-level margin breakdowns and a daily P&L incorporating Meta, Google and TikTok ad spend. It lists Shopify cost synchronization, per-variant overrides, bulk CSV costs and time-based costs, alongside customer lifetime value, cohorts, weekly email reports and revenue/margin alerts.
Those capabilities address a common operational issue: costs change while the product title stays the same. A new supplier price should not be silently applied to every historical sale if it only began this week.
A sales-to-profit breakdown shows how costs affect the amount you keep.
A variant-level override can be useful when different sizes or materials have different costs. A bulk upload helps maintain a larger catalog. Neither makes an inaccurate cost estimate correct; the source still needs review.
The advantage of a combined view is bringing relevant costs into the same decision. It does not turn a management report into audited financial statements.
Margeny's strongest distinction is the connection between an individual order and the wider advertising decision. The founder's partnership summary emphasizes contribution margin, daily P&L, customer cohorts and alerts—the same path a merchant follows from “What did we keep?” to “Should we increase spend?” Its website and listing describe those complementary views.
Consider a brand selling the same product in several sizes. The purchase cost may differ by variant, advertising spend may rise during a promotion and returns may arrive afterward. An order breakdown helps locate the cost; the period P&L shows the broader advertising effect; a cohort view helps investigate whether the acquired customers return. None of those views answers all three questions on its own.
Give each report a job
Merchandising · product economics
Review variant costs and the mix sold. A higher-priced basket is not necessarily a higher-contribution basket.
Growth · spend and customer quality
Read advertising alongside contribution, then inspect repeat purchasing over a stated observation window before proposing more budget.
Operations and finance · dependable inputs
Resolve shipping, fees and refund treatment. Keep effective dates when supplier costs change so the comparison remains meaningful.
Weekly email summaries and anomaly alerts make the review easier to maintain between dashboard visits. Treat an alert as a prompt to ask what changed, not as an instruction to cut spend immediately. A drop can reflect a real margin problem, a different product mix or a missing cost input. The order-to-week review below gives the team a common language for that discussion.
Calculate one order and one week
Start with an actual order whose inputs you can check against the order record, supplier costs and fee information. Read its margin breakdown before moving to the daily P&L. This makes it easier to notice a missing variant cost or shipping charge that a store-level total could conceal.
Swipe horizontally to read the full table.
| Part of the order review | What to check | Why it matters |
|---|---|---|
| Sales basis | Discounts, refunds and the definition of net sales | Gross sales and retained revenue answer different questions |
| Product costs | The sold variant, quantity and applicable unit cost | A product's selling price does not establish its margin |
| Fees and shipping | Actual amounts and the included cost categories | Small recurring charges affect what each order contributes |
| Contribution margin | The supported breakdown against those inputs | This is the step before advertising and fixed costs |
| Period advertising | Connected accounts, date range and currency | The weekly P&L needs spending on a consistent basis |
Then move from individual orders to the week. Check whether the P&L covers the same store, calendar and currency as the order review. The connection between these views is Margeny's practical value: you can investigate which products contributed before considering the advertising burden across the period.
Do not assume that a blended advertising total proves what it cost to cause each individual purchase. Likewise, profit after ads should not be relabeled audited business net profit when salaries, rent or other overhead are outside the scope you have checked.
Compare revenue growth with profit after advertising
Read revenue and profit after ads side by side, using actual comparable periods. A promotion can sell more while leaving less if discounts, product mix or advertising absorb the additional contribution.
Two ways to read a growth period
Revenue view · What customers bought
Review sales, orders and average order value. Identify whether the change came from more orders, larger baskets or different products.
Profit view · What the business retained
Review product contribution, cost coverage and profit after advertising. Establish whether the additional sales left more after the costs included in the report.
If revenue grows but profit after ads weakens, investigate before increasing the budget. Did the campaign sell lower-margin variants? Was the discount deeper? Did supplier or shipping costs change? Did advertising spending increase before customers purchased? Each explanation points to different work, rather than a universal instruction to stop the campaign.
View advertising spend alongside sales and profit after advertising.
The official definitions describe MER as net sales divided by advertising spend. That makes it a blended revenue-efficiency measure, not a margin calculation. An attractive MER can coexist with weak product contribution; reading it alongside profit after ads prevents the revenue ratio from replacing the cost review.
Handle cost changes and refunds without double counting
Manage product costs to keep profit calculations based on the right inputs.
Time-based costs are particularly relevant when a supplier changes its price. Preserve the effective date and review the affected orders rather than assuming today's purchase cost belongs on every historical sale. Margeny's listing names this capability alongside per-variant overrides and CSV uploads; the correct dates and amounts still come from the merchant's records.
For missing product costs, do not interpret a positive margin as a reliable result. Identify the affected orders, populate the cost source and review again.
For returns, separate the customer refund from the condition of the returned goods and any unrecovered fees or shipping. A refund does not automatically mean every associated cost was recovered. Read Margeny's result against the store's actual return and fee records, and do not subtract a refund twice when it has already reduced the displayed sales figure.
The website also describes cost coverage tracking. Use it to identify gaps before trusting an attractive margin: an unknown cost is not a free product. Resolve missing inputs, then reread the period and order views. This is especially important after adding variants or importing a larger catalog.
Turn reports into a weekly decision
Weekly summaries and daily alerts help you keep up with changes between reviews.
The report should lead to a specific assignment. The media buyer explains spending and the resulting profit trend before recommending a budget increase. Merchandising checks whether lower-margin variants or effective-dated cost changes entered the mix. Finance resolves missing costs and refund treatment before the comparison is finalized.
Use Margeny's listed weekly email reports and revenue/margin alerts to surface those exceptions. The merchant's review then decides whether to hold spend, propose a bounded acquisition test or correct a cost input. These are decisions informed by the report, not automated budget actions claimed for the app.
Weekly reports and alerts can flag a change, but an alert does not explain the cause. A margin decline could come from discounts, product mix, supplier costs, shipping or incomplete data.
Cohort and lifetime-value views can help investigate later purchasing. Margeny's published LTV definition is revenue-based customer LTV, not lifetime profit after every cost. Read it with repeat rate and cohorts to understand purchasing history, then return to the margin view when assessing profitability. For a deeper product-level retention discussion, see the customer LTV guide. Do not use an assumed future purchase to erase a documented current loss.
Explore Margeny on Shopify and its official website. Start with one order you can calculate by hand, reconcile the included costs, then use the wider report to make a specific budget or merchandising decision.
