Three refillable essentials / one calm daily system.
ILLUSTRATIVE DECISION FILE / MERA. IS FICTIONAL / NO CLIENT DATA / NO GUARANTEES
Revenue is up. Why are you making less money?
ROAS is the ratio of revenue attributed to advertising to advertising spend. It cannot tell you how much value survived discounting, product cost, fulfillment, returns, payment, service and acquisition.
Resizing isn’t adaptation.
The idea stays coherent. The hook, message, format and next action change with the placement and the customer’s level of intent.
Meet the three that earn their place.
01 / 030-2 SEC / BREAK THE DEFAULTTWELVE PRODUCTS.ONE QUESTION: WHY?2-6 SEC / SHOW THE SYSTEM
00:06CLEANSE TREAT PROTECT
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01SKIN NEED
02ROUTINE FIT
03FIRST-ORDER COST
Replenishment based on your last order, not a blanket promotion.
ILLUSTRATIVE DECISION FILE / MERA. IS FICTIONAL / NO CLIENT DATA / NO GUARANTEES
THE ILLUSTRATIVE BRIEF / THE HEADLINE IS NOT THE ECONOMICS
Gross sales grew. Contribution after acquisition did not.
The request is to scale the campaigns that appear to work. Before accepting it, we need to reconstruct what each order leaves behind and which customers, products, offers and channels create that value.
Illustrative monthly movement, not client performance.
Illustrative increase driven by a more promotional mix.
Still looks acceptable without cost context.
Illustrative contribution after variable acquisition costs.
STARTING DECISION / FOR THIS SCENARIO
Test a product selection that leaves a useful contribution.
Reconcile costs and returns, select a viable offer and give its page and creative one consistent promise. Judge confirmed orders and the value that remains after variable costs.
WHAT COULD CHANGE THE CHOICEIf product quality or fulfillment drives the losses, correct it before committing more acquisition budget.
THE CONTRIBUTION EQUATION / WHAT SURVIVES THE ORDER
Revenue becomes useful only after the costs that move with it are visible.
01GROSS SALES
02DISCOUNTS−
03RETURNS / CANCELLATIONS−
04PRODUCT COST−
05FULFILLMENT−
06PAYMENT−
07VARIABLE SERVICE−
08ACQUISITION−
=CONTRIBUTION AFTER ACQUISITION
Reconstruct by SKU and category, first versus repeat order, cohort, channel, campaign, creative and offer, never only as one blended average.
INVESTIGATION / THE MINIMUM PROFITABILITY DATA ROOM
Connect marketing evidence to the economics of the order.
PRODUCT
Gross margin by SKU/category, stock, bundles, markdowns and product-level return reasons.
ORDER
Gross sales, net revenue, discount, cancellation, return, fulfillment, payment and service cost.
CUSTOMER
First versus returning mix, cohort, frequency, time to second order, refund behavior and support load.
ACQUISITION
Spend, source, campaign, creative, offer, attribution view, CAC and marginal CAC.
CASH
Payment timing, inventory commitment, refund timing, payback and working-capital pressure.
CAPACITY
Fulfillment, customer service, stock and creative capacity at the next level of volume.
DIAGNOSIS PATHS / FOUR WAYS REVENUE CAN HIDE THE PROBLEM
The same growth chart can describe four different businesses.
Discount-led growth
Orders rise because the discount gets deeper while contribution per order collapses.
Separate incremental demand from demand borrowed through discounting.
Acquisition mix deterioration
Blended ROAS holds while marginal CAC rises and the new-customer mix becomes less valuable.
Read performance by marginal spend, customer type, cohort and payback.
Returns × operations leakage
Media generates orders that create returns, service work, split shipments or fulfillment pressure.
Connect creative promise and product fit to the true cost after purchase.
Retention illusion
Revenue appears healthy because reacquisition masks weak repeat behavior.
Distinguish loyal demand from customers repeatedly bought back through paid media.
ILLUSTRATIVE UNIT ECONOMICS / THREE DIFFERENT GROWTH STORIES
More orders can leave less behind.
All figures are fictional, rounded and expressed in RON per order. They demonstrate the model, not a Romanian ecommerce benchmark.
GROSS ORDER VALUE300
DISCOUNT−24
RETURNS / CANCELLATIONS−15
NET REVENUE261
COGS−112
FULFILLMENT−18
PAYMENT−6
VARIABLE SERVICE−4
ACQUISITION−77
CONTRIBUTION44
GROSS ORDER VALUE280
DISCOUNT−34
RETURNS / CANCELLATIONS−22
NET REVENUE224
COGS−103
FULFILLMENT−20
PAYMENT−6
VARIABLE SERVICE−5
ACQUISITION−75
CONTRIBUTION15
GROSS ORDER VALUE300
DISCOUNT−18
RETURNS / CANCELLATIONS−12
NET REVENUE270
COGS−110
FULFILLMENT−17
PAYMENT−6
VARIABLE SERVICE−4
ACQUISITION−85
CONTRIBUTION48
The profitable scenario does not predict an outcome. It shows why order quality and contribution can matter more than maximum order volume.
THE FIRST DECISION / WHAT WE WOULD DO NOW
Stop scaling the blended average.
RECONSTRUCT
Build contribution after acquisition at order level with explicit confidence gaps.
SEGMENT
Compare product, category, first/repeat, cohort, channel, campaign, creative and offer.
CHOOSE
Identify the paths where margin, payback and capacity remain commercially healthy.
TEST
Change one economic or behavioral constraint before adding volume.
NOTYET01NO SCALE DECISION FROM BLENDED ROAS.02NO REVENUE-ONLY OPTIMIZATION.03NO SINGLE CAC TARGET FOR EVERY PRODUCT AND CUSTOMER.04NO LOYALTY PROGRAM BEFORE REPEAT BEHAVIOR IS UNDERSTOOD.05NO FULL STORE REDESIGN AS THE FIRST ANSWER.
BUILD / INTERVENTIONS THAT CHANGE THE ECONOMICS
The right work may sit before, during or after acquisition.
PRODUCT × OFFER
Protect margin through bundles, thresholds, product mix and offers that create incremental behavior.
CREATIVE × PLACEMENT
Adapt the hook, proof, format and CTA to intent; connect the promise to the product experience that follows.
MERCHANDISING × CRO
Help the right customer choose the right product, understand the full cost and avoid preventable returns.
LIFECYCLE
Improve second-order timing and relevance without teaching every customer to wait for a blanket discount.
MEASUREMENT
Report contribution, payback and cohort quality alongside revenue, ROAS and CAC.
What we would test before promoting the offer.
A separate comparison using fictional, tax-exclusive amounts. Costs are assumptions to verify; contribution is not net profit.
| Per order | Offer A | Offer B |
|---|---|---|
| Net revenue / order | €100 | €130 |
| Products | −€55 | −€70 |
| Fulfillment and processing | −€8 | −€8 |
| Expected returns cost | −€5 | −€7 |
| Allocated advertising / order | −€22 | −€25 |
| Remaining contribution | €10 | €20 |
We would test whether customers want Offer B and whether the cost assumptions hold in actual orders. Higher contribution per order must be read alongside purchase rate, volume, stock and fixed costs.
Where we would put the idea to work.
Meta / creative and offer
Test two distinct reasons to choose the selected products, with a matching product page.
Inspect purchases, new and returning buyers, cancellations and contribution.
Google Search / Shopping / Performance Max
Choose a campaign type for the job. Product-based activity needs current price, stock and product information.
Verify the feed and purchase signal before automation receives a larger budget.
Owned email / repeat purchase
Use relevant post-purchase information and a justified reason to return.
Reconcile purchase and return data; stop reminders when their purpose no longer applies.
How the parts connect
The creative, organic product demonstrations and product page should make the same offer understandable. Relevant retargeting can address an unanswered purchase question, with exclusions after conversion. Email then moves to product use and a suitable reason to return. We would reconcile orders, returns and contribution across the mix before increasing spend.
MEASURE / PROFITABILITY BEFORE VANITY
The scorecard follows value, not just conversion.
01NET REVENUE02CONTRIBUTION / ORDER03CONTRIBUTION MARGIN %04NEW-CUSTOMER CAC05MARGINAL CAC06PAYBACK WINDOW07FIRST SECOND ORDER RATE08TIME TO SECOND ORDER09RETURN / CANCELLATION RATE10DISCOUNT RATE11FULFILLMENT / ORDER12CONTRIBUTION BY COHORT
90-DAY SEQUENCE / PROFITABLE BEFORE SCALABLE
A practical route from blended reporting to earned growth.
REBUILD THE ECONOMICS
Join order, product, customer and acquisition data; expose confidence gaps and cash timing.
CHOOSE PROFITABLE PATHS
Identify viable products, cohorts, channels, offers and repeat behaviors.
TEST THE CONSTRAINT
Run focused offer, creative, merchandising, return-reduction or lifecycle interventions.
EARN THE SCALE
Increase spend only where contribution, payback, inventory and operational capacity remain healthy.
Sometimes the blended ROAS is directionally right.
If product margins are consistent, discount and return leakage are controlled, attribution differences are immaterial, cohorts behave similarly and capacity is healthy, a simpler blended optimization model may be the responsible choice.
Complexity should earn its place too.
Revenue is an input. Contribution is the test.
A paid Growth Diagnostic would replace the illustrative MERA. assumptions with the store’s real product, order, customer, acquisition and cash economics. The output would be a prioritized 90-Day Growth Map, including what should scale, what should be repaired and what should wait.
Show us the problem