Calculator · E-commerce
Coupon Campaign Incrementality Calculator
Separate genuinely additional coupon orders from customers who would have bought anyway, then calculate the incremental share needed for recovery.
Formula and cost boundary
Incremental contribution = redeemed orders × incremental share × original unit contribution − redeemed orders × coupon − campaign cost
The incremental percentage applies to redeemed orders. All redemptions receive the coupon, including purchases that would have happened at full price. Coupon dollars cannot exceed the original price. The cost boundary excludes unchanged overhead. Expected incremental orders can be fractional, while redeemed order count must be whole. A required incremental share above 100% is mathematically unattainable within this model. No-redemption and nonpositive-original-contribution cases have no usable recovery percentage. Enter your own counterfactual estimate; the tool does not infer causality from coupon use.
Worked example: Some redemptions would happen anyway
The following inputs are hypothetical values for checking the calculation. They are not recommended prices, wages, margins or platform charges. Keep the units and period shown in each label when replacing them with your own records.
| Input | Example value |
|---|---|
| Redeemed orders | 200 orders |
| Redeemed orders that are genuinely additional | 25% |
| Original order price | $80 |
| Variable cost per order | $40 |
| Coupon dollars per redemption | $10 |
| Additional campaign cost | $500 |
| Result | Calculated value |
|---|---|
| Incremental contribution | −$500 |
| Total coupon reduction | $2,000 |
| Expected additional orders | 50 orders |
| Incremental share needed for recovery | 31.25% |
Using the result
Save the input set alongside the source date of each quote or cost record. Review the cost boundary before comparing this result with another report: a contribution measure may exclude overhead, and a cash measure follows payment dates. Display rounding does not change the underlying assumptions. Recalculate when an input changes; the tool does not predict future sales or collections.
Are any rates supplied automatically?
No. Numeric fields are your inputs. Example values demonstrate arithmetic only. Check your contracts and records for the amounts that apply to your business.
Why might a result be unavailable or negative?
A missing denominator or inconsistent inputs can make the calculation undefined. Those combinations are rejected or labeled explicitly. A valid negative result remains visible because it may identify a loss or cash shortfall.
Method reference: OpenStax: Relevant Information for Decisions. Checked October 22, 2026. Relevant future cost and counterfactual comparisons; all commercial assumptions are supplied by the user.
Related calculators & guides
- Promotion Incrementality: Compare with a Baseline
- Budget Coupon Redemptions Before a Campaign
- Discount Cannibalization: Price the Lost Full Sales
- Estimate the Cost of Loyalty Points
- Referral Rewards: Count Both Sides of the Offer
- Affiliate Commission vs Fixed Sponsorship
- Cashback vs Instant Discount: Cost and Timing
- Free Trials: Conversion and Contribution
- Introductory vs Renewal Pricing Economics
- Subscription Pauses vs Cancellations
- Measure a Customer Reactivation Campaign
- Upsell vs Cross-Sell: Incremental Contribution
- Price an Abandoned-Cart Recovery Offer
- Restock or Liquidate a Returned Product
- Exchange vs Refund: Follow the Incremental Cash
- Budget for Damaged-Delivery Replacements
- Moving Sales Channels: Retention and Transition Costs
- Payment Disputes: Outcome Cost Scenarios
- Digital Products: Include Support Cost per Buyer
- Gift Card Redemption: Cash and Delivery Obligations
- Promotion Contribution Lift Calculator
- Returned Inventory Recovery Calculator
- Channel Migration Contribution Calculator
- Coupon Incrementality Reference Table
- Returned Goods Recovery Reference
- Worked Example: Coupon Orders and Natural Buyers
- Promotion and Recovery Economics Workbook
- E-commerce Unit Economics Workbook
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