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MarginLab Insights
Insight 03 · Promotion compensation
The promotion asymmetry

Why Discounts Often Damage Profit More Than Expected

A discount is measured against the selling price. Its damage is absorbed by the much smaller contribution left after variable costs. That mismatch makes volume compensation accelerate as the discount deepens.

The business question

How many additional units must be genuinely incremental for a promotion to preserve contribution?

Economic signal20% off requires 200% more units
Illustrative analysis
01
Original price€100 selling price
02
Variable cost€70 per unit
03
Starting contribution€30 per unit
04
After 20% off€10 per unit remains
Decision implicationModel required units before evaluating the campaign’s revenue uplift.
SeriesMarginLab Insights
FocusPromotion compensation
EvidenceConstructed scenarios
PreparedSeptember 2026
Methodology: All figures are illustrative, not customer results or empirical benchmarks. Amounts exclude VAT/sales tax. The base model holds non-price variable cost at €70 per unit and excludes fixed overhead. Percentage-based fees and additional capacity costs are tested separately.
01 · Economic mechanism

The price reduction comes out of the contribution pool.

A €10 discount on a €100 item looks modest. With €70 of variable cost, it removes one third of the original €30 contribution. The merchant must replace lost contribution on every discounted unit, including customers who would have paid full price.

Contribution-preserving volumeRequired volume multiplier = original unit contribution ÷ discounted unit contribution

With price P, variable cost V and discount d: (P − V) ÷ [P × (1 − d) − V]. This requires a positive denominator.

The formula holds the relevant unit cost constant. Recalculate it if payment fees fall with price or shipping and acquisition costs change during the campaign.

02 · Evidence

The compensation curve bends sharply.

Start with 1,000 units and €30,000 contribution. Each deeper discount leaves less contribution per unit to recover the same total.

Same €30,000 target; €70 variable cost per unit
DiscountNew priceUnit contributionRequired unitsVolume uplift
0%€100€301,0000%
10%€90€201,500+50%
15%€85€152,000+100%
20%€80€103,000+200%
At a 30% discount, contribution reaches zero. Additional volume cannot recover the original positive contribution under these assumptions. Beyond that point, each extra unit increases the loss.
03 · Misleading success

A 30% order increase can still fail the test.

Suppose a 10% discount lifts sales from 1,000 to 1,300 units. Revenue increases from €100,000 to €117,000. Contribution falls from €30,000 to €26,000.

Finding 1

Commercial response

Orders grow 30% and revenue grows 17%. The offer clearly attracts activity.

Finding 2

Economic response

1,300 × €20 produces €4,000 less contribution. The observed growth does not meet the required 50% unit uplift.

A sales team can truthfully report a strong campaign while the business retains less money. The disagreement disappears once the campaign is evaluated against the same contribution objective.

04 · Additional burden

Extra demand may arrive with extra cost.

An expanded campaign can require more paid traffic, temporary labor or costly delivery. If incremental operating burden averages €3 across all promoted units, the compensation threshold rises again.

Sensitivity: €73 variable cost during the promotion
DiscountContribution per unitRequired whole unitsMinimum uplift
10%€171,765+76.5%
15%€122,500+150.0%
20%€74,286+328.6%

The thresholds round up to whole units. These are not predictions of demand; they are the minimum volumes needed to preserve €30,000 contribution under a higher-cost scenario.

05 · Counterfactual

Count the sales the promotion actually creates.

A blanket discount gives value away to full-price buyers as well as new demand. A campaign can also pull next month’s orders into this month without increasing purchases over the full horizon.

  1. Establish the no-promotion baseline

    Use a credible comparison group or a seasonally comparable forecast. Do not assume every promoted order is incremental.

  2. Follow the post-promotion period

    Include a window long enough to detect purchase acceleration and subsequent demand weakness.

  3. Separate new demand from substitution

    Measure whether promoted SKUs displace higher-contribution products. Keep assortment contribution in the test.

06 · Feasibility

Capacity can make the target unattainable.

If the operation can ship only 1,300 units in the promotion window, the 10% offer cannot preserve €30,000 contribution with €20 per unit. A stronger conversion rate cannot overcome a physical ceiling.

Capacity-constrained result1,300 units × €20 = €26,000 maximum contribution

The contribution target would require 1,500 units before any additional capacity expense.

Finding 1

Narrow eligibility

Target customers or baskets where the discount is more likely to create incremental demand, while preserving full-price purchases.

Finding 2

Change the objective explicitly

A clearance campaign may accept lower contribution to release cash and avoid holding costs. Evaluate that cash objective instead of claiming the promotion preserved operating contribution.

07 · Decision rule

Precommit to an economic threshold.

Write the required unit contribution and volume into the campaign brief. Then compare the realized outcome after refunds and post-promotion substitution have matured.

A staged test should record net price, variable cost, incremental units and total contribution. Expand only while the incremental economics remain credible. A fixed percentage discount is not a strategy unless it is connected to a measurable business objective.

Promotion decision screen
QuestionEvidence needed
Can the demand target be reached?Required units versus capacity and test response
Is the volume new?Counterfactual and post-promotion demand
Does contribution survive?Mature refunds and actual variable cost
Is clearance the real objective?Cash release and avoided inventory burden

Use discount strategy to distinguish acquisition, retention and clearance objectives before interpreting the same percentage reduction.

Decision implication

Price concessions need contribution-sized compensation.

The 10%, 15% and 20% offers require 50%, 100% and 200% more units in the base model. The increasing threshold comes from the shrinking contribution denominator, not from a complicated forecasting assumption.

PI
The operating rule

Approve the discount only when its economic objective, incremental demand and operating capacity fit the same calculation.

Continue the analysis

Test the discount before launch

Recalculate with your own price and variable costs. Add campaign-specific burdens rather than relying on the original margin.

Decision checkpointCan the business actually deliver the required units?

An economically correct break-even calculation is useful only if demand, inventory and fulfillment can support it.

Evidence standardIllustrative economics · explicit assumptions