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openclaw skills install unit-economicsCalculate, understand, and improve the unit economics of a solopreneur business. Use when figuring out if the business is actually profitable per customer, when CAC or LTV numbers are needed, when evaluating whether a pricing or acquisition strategy is sustainable, or when making data-driven decisions about marketing spend and pricing. Covers CAC, LTV, payback period, contribution margin, and the feedback loops between them. Trigger on "unit economics", "CAC", "customer acquisition cost", "LTV", "lifetime value", "payback period", "is my business profitable", "contribution margin", "am I making money per customer", "should I spend more on marketing".
openclaw skills install unit-economicsUnit economics answer one question: does the business make money per customer? Everything else in business — marketing spend, pricing, growth targets — should be informed by this answer. For solopreneurs, unit economics are especially critical because there's no VC money to burn through while you figure it out. This playbook teaches you how to calculate, interpret, and improve your numbers.
Every unit economics conversation starts with these three numbers. Calculate all of them before making any marketing or pricing decisions.
What it is: The total amount you spend to acquire one new customer.
Formula:
CAC = Total Marketing & Sales Spend / Number of New Customers Acquired
What counts as "marketing & sales spend":
What does NOT count:
Calculate it monthly. CAC changes as your channels mature and your brand grows.
Example:
Ad spend: $400
Content tool costs: $50
Your time (10 hrs × $75): $750
New customers acquired: 25
CAC = $1,200 / 25 = $48 per customer
What it is: The total revenue you expect to earn from one customer over the entire time they stay with you.
Formula:
LTV = ARPC × Average Customer Lifespan (in months)
Where ARPC = Average Revenue Per Customer per month.
How to calculate average lifespan:
Example:
ARPC: $29/month
Monthly churn rate: 4%
Average lifespan: 1 / 0.04 = 25 months
LTV = $29 × 25 = $725 per customer
What it is: How many months it takes for a customer to "pay back" what it cost to acquire them.
Formula:
Payback Period = CAC / ARPC (monthly revenue per customer)
Example:
CAC: $48
ARPC: $29/month
Payback Period = $48 / $29 = 1.7 months
Fill in this template with real data (or best estimates if you're early):
UNIT ECONOMICS SNAPSHOT
========================
REVENUE
Monthly ARPC: $________
Annual ARPC: $________
ACQUISITION
Monthly marketing spend: $________
New customers this month: ________
CAC: $________ (spend ÷ customers)
RETENTION
Monthly churn rate: ________% (customers lost ÷ customers at start of month)
Avg customer lifespan: ________ months (1 ÷ churn rate)
KEY RATIOS
LTV: $________ (ARPC × lifespan)
LTV:CAC ratio: ________x (LTV ÷ CAC)
Payback period: ________ months (CAC ÷ ARPC)
These are the benchmarks. Compare your numbers against them:
| Metric | Healthy | Concerning | Critical |
|---|---|---|---|
| LTV:CAC ratio | > 3x | 1.5x – 3x | < 1.5x |
| Payback period | < 12 months | 12-24 months | > 24 months |
| Monthly churn | < 5% | 5-10% | > 10% |
| CAC trend | Stable or decreasing | Slowly increasing | Rapidly increasing |
LTV:CAC ratio is the single most important number. If it's below 1x, you are losing money on every customer. If it's below 3x, the business is technically viable but fragile — one bad month can erase your margin.
If your unit economics are unhealthy, you have exactly four levers to pull. Pull them in this order of priority (top = highest impact, least effort):
Churn has a compounding effect on LTV. Reducing churn from 10% to 5% doubles your average customer lifespan and therefore doubles LTV.
How to reduce churn:
More revenue per customer = higher LTV without acquiring more customers.
How to increase ARPC:
Spending less to acquire each customer is the most direct path to healthy unit economics.
How to reduce CAC:
If you have fixed marketing costs (team, tools, content infrastructure), acquiring more customers spreads those costs across a larger base, reducing effective CAC.
Track these numbers every month in a simple table:
MONTH | New Customers | CAC | ARPC | Churn% | LTV | LTV:CAC | Payback
------|---------------|-----|------|--------|-----|---------|--------
Jan | | | | | | |
Feb | | | | | | |
Mar | | | | | | |
...
Trends matter more than snapshots. A single bad month is noise. Three bad months in a row is a signal. Watch the direction of each metric, not just the current value.
If your business is project-based, one-time product sales, or service-based, the formulas shift slightly:
Project / Service business:
CAC = same formula (marketing spend ÷ new clients)
Revenue per client = average project value (not monthly)
LTV = average project value × average number of projects per client over their lifetime
Payback period = CAC ÷ average project value
One-time product sales:
CAC = same
LTV = average order value × average number of purchases per customer lifetime
(For truly one-time products, LTV = average order value. Unit economics
must work on a single transaction.)
Rule for one-time products: If CAC > average order value, you are losing money on every sale. Either raise the price, reduce CAC, or add a recurring revenue component (updates, community access, premium tier).