Cnario — sample audit

Generated Sep 2, 2026, 8:47 AM UTC
✅ Efficiently scalable

LTV:CAC, payback, and unit economics all meet the digital products benchmark.

Scorecard

Gross Margin
88.0%
healthy
Strong for digital products (>65%)
LTV : CAC
4.39×
healthy
Healthy (≥3×) · digital products
Payback Period
0.3 mo
healthy
Strong (≤6 mo) · digital products
Unit Contribution
€304
healthy
First purchase net positive

Confidence & outcome range

Data-backed · 80%

Most inputs reflect tracked data — high model reliability

FigureReportedRange
Revenue€42,912€36,475 – €49,349 (±15%)
Net profit€24,229€20,595 – €27,864 (±15%)
LTV:CAC4.39×3.73× – 5.05× (±15%)
Payback0.3 mo0.2 mo – 0.3 mo (±15%)

Financial figures

Launch Revenue
Show calculation
96 × €447 = €42,912
Sales96
Avg order value€447
€42,912
Paid conversion rate
Show calculation
58 / 3,400 × 100 = 1.7%
Sales attributed to ads58
Leads3,400
1.7%
Below market
Avg order value
€447
Purchases/buyer
Show calculation
96 / 87 = 1.10
Sales96
Unique clients87
1.10
Margin rate
88.0%
Above avg
Profit per sale
Show calculation
€447 × 88.0% = €393
Avg order value€447
Margin rate88.0%
€393
Net Profit
Show calculation
(€37,763 − €2,650 − €5,200) × 81% = €24,229
Gross profit before costs€37,763
Fixed costs€2,650
Ad budget€5,200
After-tax keep rate81%
€24,229
Profitability
Show calculation
€24,229 / €42,912 × 100 = 56.5%
Net Profit€24,229
Revenue€42,912
56.5%
Excellent

Unit economics

CAC
Show calculation
€5,200 ÷ 58 = €90
Ad budget€5,200
Sales from ads58
€90
LTV
Show calculation
€447 × 88.0% = €393
Avg order value€447
Margin rate88.0%
€393
Unit contribution
Show calculation
€393 − €90 = €304
LTV€393
CAC€90
€304
Cash payback
Show calculation
€90 ÷ €348 = 0.3 mo
CAC€90
Cash margin per sale€348
0.3 mo
ROMI
Show calculation
(58×€393 − €5,200) / €5,200 × 100 = 338.7%
Sales from ads58
LTV€393
Ad budget€5,200
338.7%

Channel Economics

email

Clicks → Leads
Show calculation
1180 ÷ 2150 × 100 = 54.9%
Leads1180
Clicks2150
54.9%
Excellent
Leads → Conversions
Show calculation
71 ÷ 1180 × 100 = 6.0%
Conversions71
Leads1180
6.0%
Above avg
Conversions → Revenue
vs. blended AOV of €447
Show calculation
€31,737 ÷ 71 = €447
Revenue€31,737
Conversions71
€447
Weakest link: Registrants from this channel aren't buying at launch — the sales sequence or offer isn't landing with this audience. Review the email/webinar sequence before the next cohort.

paid_social

Spend → Reach
Show calculation
€2,350 ÷ 145000 = €0.02
Spend€2,350
Reach145000
€0.02
Reach → Clicks
Show calculation
650 ÷ 145000 × 100 = 0.4%
Clicks650
Reach145000
0.4%
Below market
Clicks → Leads
Show calculation
150 ÷ 650 × 100 = 23.1%
Leads150
Clicks650
23.1%
Excellent
Leads → Conversions
Show calculation
2 ÷ 150 × 100 = 1.3%
Conversions2
Leads150
1.3%
Above avg
Conversions → Revenue
vs. blended AOV of €447
Show calculation
€894 ÷ 2 = €447
Revenue€894
Conversions2
€447
Weakest link: Reach isn't translating into clicks — the ad isn't compelling enough to pull people toward the launch page. Test new creative or a different hook before the next cohort opens.

Break-even

4.8× above break-even. Safety margin: €33,992/mo.
Break-even revenue€8,920/mo
Break-even units20
Time to break-evenNow

Gap analysis

No structural gaps flagged for this scenario.

Scale stress test

1× spend

CAC at 1×
Show calculation
€90 × 1^0.25 = €90
Current CAC€90
Scale multiple1
Saturation exponent0.25
€90
LTV:CAC at 1×
Show calculation
€393 / €90 = 4.39×
First-sale margin€393
CAC at 1×€90
4.39×
Payback at 1×
Show calculation
0.3 mo × 1^0.25 = 0.3 mo
Current payback0.3 mo
Scale multiple1
Saturation exponent0.25
0.3 mo

2× spend

CAC at 2×
Show calculation
€90 × 2^0.25 = €107
Current CAC€90
Scale multiple2
Saturation exponent0.25
€107
LTV:CAC at 2×
Show calculation
€393 / €107 = 3.69×
First-sale margin€393
CAC at 2×€107
3.69×
Payback at 2×
Show calculation
0.3 mo × 2^0.25 = 0.3 mo
Current payback0.3 mo
Scale multiple2
Saturation exponent0.25
0.3 mo

3× spend

CAC at 3×
Show calculation
€90 × 3^0.25 = €118
Current CAC€90
Scale multiple3
Saturation exponent0.25
€118
LTV:CAC at 3×
Show calculation
€393 / €118 = 3.33×
First-sale margin€393
CAC at 3×€118
3.33×
Payback at 3×
Show calculation
0.3 mo × 3^0.25 = 0.3 mo
Current payback0.3 mo
Scale multiple3
Saturation exponent0.25
0.3 mo

5× spend Below healthy LTV:CAC threshold

CAC at 5×
Show calculation
€90 × 5^0.25 = €134
Current CAC€90
Scale multiple5
Saturation exponent0.25
€134
LTV:CAC at 5×
Show calculation
€393 / €134 = 2.93×
First-sale margin€393
CAC at 5×€134
2.93×
Payback at 5×
Show calculation
0.3 mo × 5^0.25 = 0.4 mo
Current payback0.3 mo
Scale multiple5
Saturation exponent0.25
0.4 mo

10× spend Below healthy LTV:CAC threshold

CAC at 10×
Show calculation
€90 × 10^0.25 = €159
Current CAC€90
Scale multiple10
Saturation exponent0.25
€159
LTV:CAC at 10×
Show calculation
€393 / €159 = 2.47×
First-sale margin€393
CAC at 10×€159
2.47×
Payback at 10×
Show calculation
0.3 mo × 10^0.25 = 0.5 mo
Current payback0.3 mo
Scale multiple10
Saturation exponent0.25
0.5 mo

Unit economics hold up to 5× today's spend, then fall below the healthy LTV:CAC threshold. This stress-tests acquisition-cost saturation only — it holds per-customer margin constant, not pricing or COGS.

Sensitivity

CAC

CACLTV:CACΔ vs. current
€1821.85×+17.47×
€547.28×+2.90×
€90 (current)4.37×-0.02×
€1802.19×-2.20×
€2691.46×-2.93×

Conversion rate

ConversionNew CACLTV:CAC
0.5%€3061.29×
1.1%€1392.83×
1.7% (current)€904.37×
5.1%€3013.12×
8.5%€1821.86×

Warnings & diagnostics

Inputs

FieldValueUnit
Launch leads3,400
Unique buyers87
Total sales96
Sales from paid ads58
Average order value447€
Margin rate %88%
Fixed costs for launch2,650€
Ad budget for launch5,200€
Tax rate19%
Refund / chargeback rate7%
Payment processor fee3%
email — Channelemail
email — Clicks2,150
email — Leads1,180
email — Conversions71
email — Revenue31,737€
paid_social — Channelpaid_social
paid_social — Spend2,350€
paid_social — Reach145,000
paid_social — Clicks650
paid_social — Leads150
paid_social — Conversions2
paid_social — Revenue894€

Formula reference

Core Economics

Gross Margin= Revenue − COGS
Margin Rate= Gross Margin ÷ Revenue × 100
Net Profit= Revenue − COGS − Fixed Costs
Profitability= Net Profit ÷ Revenue × 100
Conversion Rate= Sales ÷ Leads × 100

Customer Acquisition

CAC (Incremental)= Ad Budget ÷ Customers from paid ads
CAC (Blended)= Ad Budget ÷ All new customers (incl. organic)
ROMI= (Revenue from ads − COGS − Ad Budget) ÷ Ad Budget × 100

Lifetime Value

LTV (repeat)= Margin/sale × Avg frequency × Avg lifespan
LTV (subscription)= (Margin/mo) × [1−(1−churn)^T] ÷ churn — capped at T months
LTV:CAC= LTV ÷ CAC — <1 unprofitable · 1–3 marginal · ≥3 healthy · ≥5 excellent
Payback Period= CAC ÷ Margin per month (months to recover acquisition cost)
Unit Contribution= LTV − CAC (net economics per customer)

Break-Even

BEP Revenue (profit tax)= Fixed Costs ÷ Margin Rate
BEP Revenue (revenue tax)= Fixed Costs ÷ (Margin Rate − Tax Rate)
BEP Units= BEP Revenue ÷ Avg Order Value
Time to BEP= ⌈log(BEP Rev ÷ Current Rev) ÷ log(1 + g%)⌉ months at growth rate g

Channel Economics

Cost per Reach= Spend ÷ Reach — lower is better; banded relative to other channels in the same audit, not a fixed benchmark
Click-Through Rate= Clicks ÷ Reach × 100
Lead Conversion Rate= Leads ÷ Clicks × 100
Close Rate= Conversions ÷ Leads × 100
Channel AOV= Revenue ÷ Conversions

Confidence & Ranges

Confidence Score0–100: revenue & sales 25% · costs 25% · CAC/leads 30% · lifespan/repeat 20%
Outcome Range±15% (score ≥75) · ±25% (score ≥45) · ±40% (score <45)
Generated Sep 2, 2026, 8:47 AM UTC by Cnario 0.1.0 (engine 1.0.0)