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Unit Economics Analysis Template (CAC, LTV, Payback, Cohorts)

Unit definition, revenue and contribution per unit, CAC by channel, cohort retention, discounted LTV (KaTeX), payback, sensitivities, reconciliation to ledger

Keuangan, Investasi & AkuntansiLengkapSEC Release 33-10751 (KPI disclosure); SEC Regulation G; ESMA APM Guidelinesuniteconomicsanalysismath

Cara menggunakan: Use it when you need to show whether each new customer or order creates value after acquisition and serving cost, for a budget, pricing decision or investor update. Fill the unit definitions and conventions (margin basis, churn basis, CAC loading, discount rate, horizon) first. The main pitfall is a revenue-based, undiscounted LTV divided by paid-only CAC, which flatters every channel.

Pratinjau

Unit Economics Analysis: [Business or segment name]

Analysis of the economics of one unit of the business (a customer, a subscription, an order or a location): revenue per unit, variable cost and contribution, customer acquisition cost (CAC) by channel, retention by cohort, customer lifetime value (LTV), payback period, sensitivities and the actions that follow. Written as original practice guidance for finance, growth and investor teams; no accounting standard defines these measures, so each one must carry its own definition. Where unit metrics are published as key performance indicators, the SEC Commission Guidance on MD&A (Release 33-10751, 2020) sets expectations on definition, reason for use and consistency. Measures that are non-GAAP financial measures or alternative performance measures (for example contribution or adjusted margins) also fall under SEC Regulation G (17 CFR Part 244) and the ESMA Guidelines ESMA/2015/1415; operating and statistical measures such as customer counts and churn rates do not. Requirements are referenced by number; obtain the rule for the normative text. Replace every [bracketed] value and every row marked Example. This is a document format, not financial, investment, tax, legal or accounting advice.

Document control

FieldValue
Document ID[UEA-YYYY-NN] Example: UEA-2027-01
Business or segment[Segment] Example: Corvid Commerce Group: subscription platform and commerce
Units analysed[Customer / subscription / order / store] Example: subscription customer (merchant account); commerce order
Data period[YYYY-MM-DD to YYYY-MM-DD] Example: 2026-01-01 to 2026-12-31 (FY2026 actuals), cohorts from 2024-01-01
Currency and units[EUR], per-unit amounts as stated in each table
Data sources[Billing system], [CRM], [General ledger], [Marketing spend ledger]
Definitions version[Metric definition IDs and version]
Version[1.0]
Status[Draft / In review / Approved]
Owner[@head-of-fpa]
Contributors[@growth-lead], [@revenue-operations], [@commerce-director]
Approvers/reviewers[@cfo], [@cro]
Last updatedYYYY-MM-DD
Classification[Confidential: internal]
Related documents[Budget], [Rolling forecast], [Pricing paper]

Approvals

RoleNameDecisionDate
Head of FP&A (preparer)[@name][Submitted]YYYY-MM-DD
Chief Revenue Officer (definitions and data)[@name][Agreed]YYYY-MM-DD
Chief Financial Officer[@name][Approved]YYYY-MM-DD

Revision history

VersionDateAuthorChange summary
0.1YYYY-MM-DD[@name]Data extract and definitions
0.9YYYY-MM-DD[@name]Example: Reconciled to FY2026 ledger, sensitivities added
1.0YYYY-MM-DD[@name]Example: Approved; targets fed into FY2027 budget

Contents

1. Summary and conclusions

UnitContribution per unitCACLTV (5-year, discounted)LTV / CACPaybackVerdict
Subscription customer (Example)EUR 9.75k per yearEUR 15.6kEUR 36.97k2.37x19.2 monthsCreates value; keep investing within channel limits
Commerce new customer (Example)EUR 8.55 per orderEUR 45.00EUR 33.40 (3-year)0.74xNot repaid within 3 yearsDestroys value at current CAC; reprice acquisition

Example conclusions:

  • A new subscription customer repays its acquisition cost in 19.2 months and returns 2.37 times its CAC over five years on a discounted basis (4.50 times without the five-year cap). The platform should keep investing in acquisition.
  • Channels differ: partner and event channels repay in about 16 months; paid search takes 24 months and is the first channel to cap if budget tightens.
  • A new commerce customer acquired through performance marketing at EUR 45 returns only EUR 33.40 of discounted contribution over three years. Commerce acquisition spend should be cut or redirected to consumables, where repeat purchase is higher.
  • The FY2027 budget assumes subscription CAC of EUR 15.6k or less and commerce acquisition spend held flat; section 11 proposes a CAC ceiling of EUR 33 for commerce.

2. Business model, unit definition and conventions

2.1 Business model

[Describe the revenue streams, pricing model, sales motion and the cost structure.]

Example: Corvid sells a subscription commerce platform to merchants (annual contracts, billed annually in advance, priced per store and transaction tier) and runs its own online store for hardware and consumables. Subscription customers are acquired through paid search, a partner programme, outbound sales and events. Commerce customers are acquired mainly through performance marketing. Professional services (implementation) are sold with the platform and are not analysed as a separate unit.

2.2 Unit definitions

IDUnitDefinitionCounted whenExcluded
UNIT-001 (Example)Subscription customerA merchant legal entity with at least one active paid contractContract start dateFree trials, internal and partner demo accounts
UNIT-002 (Example)Commerce orderA shipped order, net of cancellations before shipmentShipment dateReplacement orders, staff orders
UNIT-003 (Example)Commerce new customerA customer placing a first order in the period, identified by email and payment instrumentFirst shipped orderGuest orders that cannot be matched

2.3 Conventions

ConventionChoiceReason
Period (Example)FY2026 actuals; cohorts by half-year of acquisitionMatches the budget cycle
Revenue basisNet of discounts, credits and VATConsistent with reported revenue
Margin usedContribution margin after all variable cost (not revenue, not gross margin)Revenue-based LTV overstates value
Churn basisLogo churn for LTV; gross and net ARR churn reported for contextLogo churn drives the count of paying units
ExpansionExcluded from base LTV; shown as a sensitivityConservative; expansion is concentrated in a few accounts
CAC basisFully loaded: media, sales and marketing staff, tools, agency, commissionsPaid-only CAC hides most of the cost
Discount rate10% per year (group hurdle rate for growth investment)Same as Investment Appraisal (finance/investment-appraisal)
Horizon5 years for subscription; 3 years for commerceLimits reliance on long-tail retention
TimingContribution received at the start of each subscription year (billed in advance); at the end of each commerce yearMatches billing

3. Revenue per unit

3.1 Subscription

MeasureValueCalculation
Closing ARR 2026-12-31 (Example)EUR 86,000kBilling system
Closing customers4,0003,600 opening + 600 new - 200 churned
ARR per customer, installed baseEUR 21.5k86,000 / 4,000
Starting ARR per new customer (ARPA, new)EUR 13.0kNew-customer ARR 7,800 / 600
Median starting ARR per new customerEUR 9.6kBilling system; distribution is right-skewed

FY2027 note: the FY2027 budget assumes larger new contracts (outbound and partner-led deals, plus the price action in UE-ACT-002), so its new ARR of EUR 14,500k comes from about 800 new customers at about EUR 18.1k each (Annual Budget ASM-007), and Q1 2027 delivered EUR 3,900k from 215 new customers (EUR 18.1k; Monthly Management Report section 2.1). This analysis uses FY2026 actuals at EUR 13.0k; refresh the LTV and payback figures on the FY2027 mix before using them to set FY2028 acquisition budgets.

3.2 ARR movement FY2026

StepEUR k
Opening ARR 2026-01-01 (Example)78,000
New customers7,800
Expansion3,600
Contraction(600)
Churn(2,800)
Closing ARR 2026-12-3186,000

Gross ARR churn = (600 + 2,800) / 78,000 = 4.4%. Net revenue retention = (78,000 + 3,600 - 600 - 2,800) / 78,000 = 100.3%.

3.3 Commerce

MeasureValueCalculation
Commerce revenue FY2026 (Example)EUR 50,000kGeneral ledger
Orders shipped1,111.1k50,000 / 45.00
Average order value (AOV)EUR 45.00Net of discounts and VAT
New customers140kFirst order in FY2026
Orders per new customer in the first 12 months2.4Order history for the 2025-H1 and 2025-H2 cohorts

4. Variable cost and contribution

4.1 Subscription customer, per year (new customer)

LineEUR k% of ARPA
Starting ARR per new customer (Example)13.00100.0%
Hosting and third-party software(1.43)(11.0%)
Payment processing(0.26)(2.0%)
Support (variable share)(0.91)(7.0%)
Gross margin per customer10.4080.0%
Customer success and onboarding (variable)(0.65)(5.0%)
Contribution per customer per year (m)9.7575.0%

Check: 1.43 + 0.26 + 0.91 = 2.60 = 20% of 13.00; 10.40 - 0.65 = 9.75.

4.2 Commerce order

LineEUR per order% of AOV
Average order value (Example)45.00100.0%
Product cost(26.10)(58.0%)
Inbound freight and duties(2.25)(5.0%)
Fulfilment and pick-pack(3.15)(7.0%)
Gross profit per order13.5030.0%
Payment processing(0.90)(2.0%)
Outbound shipping not recovered(2.70)(6.0%)
Returns and refunds allowance(1.35)(3.0%)
Contribution per order8.5519.0%

Check: 26.10 + 2.25 + 3.15 = 31.50; 45.00 - 31.50 = 13.50, the 30% gross margin used in the budget; 13.50 - 0.90 - 2.70 - 1.35 = 8.55.

Classification note: payment processing sits above gross margin for subscription (it is in subscription cost of sales in the ledger) but below gross profit for commerce (it is in commerce selling expense). The contribution figures are unaffected, but gross margins of the two units are not comparable line by line. Follow the ledger classification so section 10 reconciles, and state the difference wherever the two margins appear side by side.

Contribution per unit=Revenue per unit−Variable cost per unit\text{Contribution per unit} = \text{Revenue per unit} - \text{Variable cost per unit}

5. Customer acquisition cost by channel

CAC=Acquisition spend (media, people, tools, commissions)New units acquired\text{CAC} = \frac{\text{Acquisition spend (media, people, tools, commissions)}}{\text{New units acquired}}

Allocation rules: [state how shared sales and marketing cost is split between acquisition, retention and brand]. Example: staff cost by time study; brand spend split 50/50 between acquisition and retention; account management and renewals excluded from CAC.

5.1 Subscription

IDChannelSpend (EUR k)New customersCAC (EUR k)Starting ARPA (EUR k)Payback (months)
CH-001 (Example)Paid search2,70018015.010.024.0
CH-002 (Example)Partner programme1,80015012.012.016.0
CH-003 (Example)Outbound sales3,91017023.019.019.4
CH-004 (Example)Events and content9501009.59.715.7
Total9,36060015.613.019.2

Checks: spend 2,700 + 1,800 + 3,910 + 950 = 9,360; 9,360 / 600 = 15.6; weighted ARPA (180 x 10.0 + 150 x 12.0 + 170 x 19.0 + 100 x 9.7) / 600 = 7,800 / 600 = 13.0. Payback uses the 75% contribution margin (section 8).

5.2 Commerce

ItemValue
Performance marketing and agency fees (Example)EUR 6,300k
New customers140k
CAC per new customerEUR 45.00

6. Retention and cohorts

6.1 Subscription cohort logo retention

Cohort (acquired)Customers acquiredMonth 6Month 12Month 18Month 24NRR at month 12
2024-H1 (Example)260254 (97.7%)247 (95.0%)240 (92.3%)233 (89.6%)103%
2024-H2280273 (97.5%)265 (94.6%)257 (91.8%)250 (89.3%)102%
2025-H1290284 (97.9%)276 (95.2%)268 (92.4%)Not yet reached103%
2025-H2300292 (97.3%)284 (94.7%)Not yet reachedNot yet reached101%
2026-H1290283 (97.6%)Not yet reachedNot yet reachedNot yet reachedNot yet reached
2026-H2310Not yet reachedNot yet reachedNot yet reachedNot yet reachedNot yet reached

Reading: twelve-month logo retention is stable at about 95%, consistent with the annual logo churn used for LTV:

Annual logo churn c=Customers lost in the yearAverage customers=200(3,600+4,000)/2=2003,800=5.26%\text{Annual logo churn } c = \frac{\text{Customers lost in the year}}{\text{Average customers}} = \frac{200}{(3{,}600 + 4{,}000)/2} = \frac{200}{3{,}800} = 5.26\%

Retention rate r = 1 - c = 94.74%.

6.2 Commerce repeat purchase

Cohort yearOrders per customer, year 1Share active in year 2Orders per active customer, year 2Share of year-2 actives active in year 3Orders per active customer, year 3
2024 (Example)2.445%3.060%3.0
20252.445%3.0Not yet reachedNot yet reached

Expected orders per new customer: year 1 = 2.4; year 2 = 0.45 x 3.0 = 1.35; year 3 = 0.45 x 0.60 x 3.0 = 0.81; total 4.56 orders over three years.

7. Lifetime value

7.1 Formulas

For contribution m received at the start of each year, retention r and discount rate d, the uncapped discounted lifetime value is:

LTV∞=∑t=0∞m rt(1+d)t=m (1+d)1+d−r\text{LTV}_{\infty} = \sum_{t=0}^{\infty} \frac{m \, r^{t}}{(1+d)^{t}} = \frac{m\,(1+d)}{1+d-r}

With a horizon of N years:

LTVN=∑t=0N−1m rt(1+d)t\text{LTV}_{N} = \sum_{t=0}^{N-1} \frac{m \, r^{t}}{(1+d)^{t}}

7.2 Subscription customer

Inputs: m = EUR 9.75k, r = 94.74%, d = 10%, N = 5.

Year tExpected contribution m x r^t (EUR k)Discount factor 1 / 1.10^tPresent value (EUR k)
0 (Example)9.751.00009.75
19.240.90918.40
28.750.82647.23
38.290.75136.23
47.850.68305.36
LTV, 5 years36.97

Uncapped: LTV = 9.75 x 1.10 / (1.10 - 0.9474) = 10.725 / 0.1526 = EUR 70.27k. The five-year figure is the decision measure; the uncapped figure is shown for comparison with external benchmarks only.

LTV5CAC=36.9715.6=2.37xLTV∞CAC=70.2715.6=4.50x\frac{\text{LTV}_5}{\text{CAC}} = \frac{36.97}{15.6} = 2.37\text{x} \qquad \frac{\text{LTV}_{\infty}}{\text{CAC}} = \frac{70.27}{15.6} = 4.50\text{x}

7.3 Commerce new customer

Contribution received at the end of each year, d = 10%, horizon 3 years.

YearExpected ordersContribution (EUR, at 8.55 per order)Discount factorPresent value (EUR)
1 (Example)2.4020.520.909118.65
21.3511.540.82649.54
30.816.930.75135.20
Total4.5638.9933.40

LTV / CAC = 33.40 / 45.00 = 0.74x. Undiscounted, the ratio is 38.99 / 45.00 = 0.87x: even before the time value of money, a new commerce customer does not repay acquisition within three years.

8. Payback period

Payback (months)=CACMonthly revenue per unit×Contribution margin=15.6(13.0/12)×0.75=15.60.8125=19.2\text{Payback (months)} = \frac{\text{CAC}}{\text{Monthly revenue per unit} \times \text{Contribution margin}} = \frac{15.6}{(13.0 / 12) \times 0.75} = \frac{15.6}{0.8125} = 19.2
BasisSubscription payback (months)Comment
Revenue only (Example)14.415.6 / (13.0 / 12); overstates speed, do not use
Gross margin (80%)18.015.6 / 0.8667
Contribution margin (75%)19.2Decision basis
Contribution margin, adjusted for churn in year 219.6Months 13 to 19.2 earn 94.74% of contribution

Churn-adjusted check: the first 12 months recover 12 x 0.8125 = 9.75; the remaining 5.85 is recovered at 0.8125 x 0.9474 = 0.7697 per month, taking 7.6 months, so payback = 19.6 months.

Commerce payback is not reached within the three-year horizon (cumulative undiscounted contribution EUR 38.99 against CAC EUR 45.00).

Cash implication: [state the working capital or funding needed while CAC is being repaid]. Example: annual billing in advance means the subscription customer pays EUR 13.0k on day one, so on a cash basis the first-year contribution of EUR 9.75k is received upfront and the second annual invoice (cumulative EUR 18.99k) repays CAC at month 12, against 19.2 months on an accrual basis; the 13-week and rolling forecasts use cash timing.

9. Sensitivities and scenarios

9.1 Subscription, one input at a time

IDChangem (EUR k)LTV 5-year (EUR k)LTV / CAC (5-year)Payback (months)
SEN-000 (Example)Base9.7536.972.37x19.2
SEN-001 (Example)CAC +20% (EUR 18.72k)9.7536.971.97x23.0
SEN-002 (Example)Logo churn +2 points (7.26%)9.7535.672.29x19.2
SEN-003 (Example)Contribution margin -5 points (70%)9.1034.512.21x20.6
SEN-004 (Example)Price +3% on new contracts (ARPA 13.39)10.0438.082.44x18.6
SEN-005 (Example)Discount rate 12%9.7535.872.30x19.2

Break-even CAC at an LTV / CAC hurdle of [1.5x] on the five-year basis: 36.97 / 1.5 = EUR 24.6k. Outbound sales (CH-003, CAC EUR 23.0k) is closest to the limit, but its larger starting ARPA keeps its own payback at 19.4 months.

9.2 Commerce

IDChangeLTV 3-year (EUR)LTV / CACComment
SEN-101 (Example)Base33.400.74x
SEN-102 (Example)Year-2 activity 55% instead of 45%36.670.81xYear 2 orders 1.65, year 3 0.99
SEN-103 (Example)Mix shift to consumables raises contribution to EUR 9.90 per order38.670.86x33.40 x 9.90 / 8.55
SEN-104 (Example)CAC cut to EUR 33.0033.401.01xBreak-even CAC on discounted basis
SEN-105 (Example)SEN-102 and SEN-103 combined, CAC EUR 33.0042.461.29x36.67 x 9.90 / 8.55

Check for SEN-102: year 1: 20.52 / 1.10 = 18.65; year 2: 1.65 x 8.55 = 14.11, / 1.21 = 11.66; year 3: 0.99 x 8.55 = 8.46, / 1.331 = 6.36; total 36.67.

9.3 Scenario: combined downside

Example: subscription CAC +20% with churn +2 points: LTV 5-year EUR 35.67k / CAC EUR 18.72k = 1.91x, payback 23.0 months. Acquisition remains value-creating above the 1.5x hurdle but cash payback lengthens; the rolling forecast trigger on US churn (TRG-002 in finance/rolling-forecast) would pause US sales hiring before this point.

10. Reconciliation to the financial statements

Item (EUR k)From unit dataFrom ledger FY2026DifferenceExplanation
Subscription revenue (Example)82,000 (average ARR (78,000 + 86,000) / 2)82,0000Annual contracts recognised evenly
Subscription gross profit at 80%65,60065,56040Hosting credits, within tolerance
Commerce revenue50,000 (1,111.1k orders x EUR 45.00)50,0000
Commerce gross profit at 30%15,00014,900100Inventory write-down outside unit cost
Acquisition spend, subscription and commerce15,660 (9,360 + 6,300)Within sales and marketing 31,500n/aRemaining 15,840 is brand, retention, account management and overhead

Tolerance: [1% of the line or EUR 250k]. Investigate and explain anything above it before using the analysis.

If unit metrics are published (investor presentations, MD&A, prospectus), define each measure, explain why it is useful, keep the method consistent between periods and disclose any change; reconcile financial measures to the closest framework line item. Release 33-10751 sets the expectations for KPIs (definition, reason for use, consistency); measures that are non-GAAP financial measures or APMs, such as contribution or adjusted margins, also fall under SEC Regulation G for SEC registrants, including foreign private issuers subject to the 244.100(c) conditions, and under the ESMA APM Guidelines (paragraphs 20 to 44). Customer counts, churn rates and other operating or statistical measures are outside Regulation G (244.101(a)(2)) and the ESMA Guidelines (paragraph 19). Operating metrics are defined once in Metric Definition (data/metric-definition).

11. Actions and targets

IDActionTarget measureTargetOwnerDueFeeds
UE-ACT-001 (Example)Cap paid search spend at payback of 24 months; move 20% of its budget to the partner programmeChannel payback20 months or less blended[@growth-lead]2027-03-31FY2027 marketing budget
UE-ACT-002 (Example)Raise starting price on new contracts by 3%Starting ARPAEUR 13.4k[@cro]2027-07-01Rolling forecast DRV-002
UE-ACT-003 (Example)Set a commerce CAC ceiling of EUR 33 and stop campaigns above itCommerce CACEUR 33.00 or less[@commerce-director]2027-02-28Commerce marketing plan
UE-ACT-004 (Example)Launch a consumables subscription offer to lift repeat purchaseYear-2 activity55%[@commerce-director]2027-06-30Commerce plan
UE-ACT-005 (Example)Report cohort retention monthly in the management reportCohort table refreshedMonthly[@head-of-fpa]From MMR-2027-03finance/monthly-management-report

Targets carried into Annual Budget (finance/annual-budget) and Rolling Forecast (finance/rolling-forecast) must use the same definitions as this analysis.

When you turn a ratio into a target, check that the owner can move it. A blended LTV to CAC target mixes pricing, retention and acquisition efficiency, which sit with different people; set the target on the component each owner controls (starting price, channel CAC, cohort retention) and keep the blended ratio as the outcome the executive team watches. Review the targets each time the cohort data is refreshed, and retire a target once the underlying behaviour has changed, for example after a move to larger contracts that changes the starting price for new customers. Document every target change in the revision history so that trends remain comparable.

12. Data quality and limitations

IDLimitationEffectMitigation
LIM-001 (Example)Channel attribution uses last-touchOverstates paid search, understates eventsCompare with a position-based model yearly
LIM-002 (Example)Cohorts after 2025-H2 have less than 12 months of historyRetention for recent cohorts is extrapolatedShow "Not yet reached" rather than estimates
LIM-003 (Example)Expansion revenue excluded from LTVLTV understated for large accountsSensitivity with expansion in the next refresh
LIM-004 (Example)Commerce customer matching by email and cardSome repeat customers counted as newMatching rate 92%; flagged in the data contract
LIM-005 (Example)Fixed costs excluded by designPositive contribution does not mean the segment is profitableRead with segment results in the management report

Data lineage, owners and quality checks for the source tables follow Data Contract (data/data-contract) and Data Quality Standard (data/data-quality-standard).

13. Glossary and references

13.1 Glossary

TermMeaning in this template
AOVAverage order value, net of discounts and VAT
ARPAAverage revenue per account; here the starting ARR of a new customer
ARRAnnual recurring revenue: annualised value of active subscription contracts at a date
CACCustomer acquisition cost: fully loaded acquisition spend divided by new units acquired
CohortGroup of units acquired in the same period
ContributionRevenue less all variable costs of serving the unit
Gross ARR churnARR lost through churn and contraction, divided by opening ARR
LTVLifetime value: discounted contribution expected from a new unit over the stated horizon
Logo churnCustomers lost in a period divided by average customers
Net revenue retention (NRR)Opening-base ARR after expansion, contraction and churn, divided by opening ARR
PaybackMonths of contribution needed to recover CAC

13.2 References

ReferenceVersion or date checkedUse
SEC Commission Guidance on MD&A, Release Nos. 33-10751 and 34-880942020-01-30, effective 2020-02-25, checked 2026-10-25Disclosure of key performance indicators and metrics
SEC Regulation G, 17 CFR Part 244Current eCFR text, checked 2026-10-25Non-GAAP financial measures for SEC registrants, including foreign private issuers; operating and statistical measures excluded (244.101(a)(2))
ESMA Guidelines on Alternative Performance Measures, ESMA/2015/1415Dated 2015-10-05, applies from 2016-07-03Definition, reconciliation and consistency of APMs in the EU
[Group metric definitions][Version]Definitions of ARR, customer, churn
[Marketing attribution policy][Version]Channel allocation of spend

Standard and licence note

Structure aligned with common financial planning and growth analysis practice for unit economics; no accounting standard defines CAC, LTV or payback. Disclosure expectations are based on SEC Release 33-10751 and SEC Regulation G (US public-domain works) and the ESMA Guidelines on Alternative Performance Measures (ESMA/2015/1415, reused with acknowledgement; this template is not endorsed by ESMA), paraphrased in original words. Formulas are standard financial mathematics. Corvid Commerce Group and every figure are fictional. This template is original text written for this collection. Check the current official versions of the cited rules before use. Template licence: MIT.

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