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Guide 14Operations

Business math.
Thirteen numbers that decide if it is real.

Revenue is the number people post. These are the numbers that decide whether the revenue was worth having. Each one below is short: what it is, the math, what owners assume, what it costs when they are wrong, and where it shows up.

10 minute readThirteen terms and a promptFree version
Free lesson

The lesson

Thirteen numbers in three groups: margin, customers, and position.

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Prompt

The prompt

Compute the thirteen from your own statements and get the three that need attention.

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The full sheet

Forty business terms, the owner's monthly review, and quiz mode.

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1Margin

What is left of every dollar.

  1. Gross margin.

    (Revenue minus cost of goods sold) divided by revenue. What is left after you make the thing. Cost of goods moves with volume, so it is subtracted before anything else; what survives is the only money that can ever pay for staff, rent, ads, or profit. Owners assume a big revenue number is a good month. Revenue is the orange, not the juice. The tell: revenue climbs every month and the bank balance does not move.

  2. Contribution margin and unit economics.

    Contribution per unit is revenue per unit minus variable cost per unit: whether one single sale makes money on its own. Do not fold overhead into it; mixing fixed cost in hides whether the sale itself works. If one transaction does not cover its own variable cost, no amount of volume rescues it, because volume multiplies the loss. It shows up before a single dollar of ad spend goes out.

  3. Contribution leverage.

    How much of each additional dollar of revenue falls through to profit once the fixed costs are covered. High leverage means growth is worth a lot; low leverage means growth is mostly work. Owners assume growth is always good. Growth on thin contribution is a faster way to run out of cash.

2Customers

What a customer costs and what they are worth.

  1. CAC payback.

    Customer acquisition cost divided by gross profit per customer per month: the number of months until a customer has paid back what they cost to win. Acquisition cost is paid in full on day one; it is repaid a slice at a time out of gross profit. The gap is financed entirely out of your cash. Do not spend more to win a customer than their gross profit can return before they are likely to leave. Growth turns into a cash crisis, and the faster you sell the harder it bites.

  2. LTV to CAC.

    Lifetime value of a customer divided by the cost to acquire them. A customer who stays longer or spends more raises the left side without touching the right, which is why retention improves the number faster than cheaper ads. Do not judge a channel on the cost of the first sale alone. The tell: two channels with the same acquisition cost and one produces customers who stay far longer.

  3. Churn.

    Customers who leave in a period, as a rate. The mirror of retention. Every other number in this guide gets worse as churn rises, because the payback clock resets with every replacement customer.

  4. Net revenue retention.

    Revenue from last year's customers this year, divided by what they paid last year, including upgrades and losses. Above 100 percent means the existing base grows without a single new customer. Below it means you are filling a bucket with a hole in it.

3Position

Whether you can raise the price and keep the customer.

  1. Pricing power.

    How far you can raise the price before anyone leaves: the price increase you can take against the volume you lose taking it. Price is the only lever that moves profit without touching cost, volume, or headcount. Do not discount to win a deal you could have won on the strength of the offer; every discount teaches the market your real price. It shows up in every quote, every renewal, every proposal.

  2. Price elasticity.

    Percent change in quantity sold divided by percent change in price. If quantity moves more than price did, the market is elastic and a rise costs you volume. If it moves less, the rise is nearly free. Do not assume every market behaves the same way. Test a higher price on part of your traffic and watch the number of orders.

  3. Commoditization.

    When the buyer cannot tell your product from the next one, so price becomes the only difference. The end state of every business with no pricing power. The tell: every conversation starts with the price.

  4. Vertical integration.

    Owning the steps you used to pay someone else for. Margin you keep is the sum of the margin at every stage you own. Every stage between raw input and finished sale carries its own margin, and each one you do not own is a margin someone else takes. Do not buy a stage you cannot run as well as your supplier does; a badly run stage costs more than the margin it was meant to capture.

  5. Distribution advantage.

    Reaching the next customer cheaper than anyone else can. Two companies can sell the identical product and pay completely different amounts to put it in front of the same buyer. An audience, a shelf, or a partnership you already own carries almost no marginal cost while every competitor bids for the same person. Do not treat distribution as something to solve after the product is finished. The channel is the harder half to build.

Post it on LinkedInRevenue is the orange. Gross margin is the juice. If your revenue climbs every month and your bank balance does not move, you are squeezing harder and drinking less. Know the thirteen numbers before you scale the twelfth month in a row.
4Your thirteen

Compute what you can.

Honest blanks beat guesses. Entries stay on this page and are not sent anywhere.

5The prompt

Compute the thirteen from your statements.

Paste your income statement lines and customer counts. It computes what it can, marks what it cannot, and names the three numbers that need attention first.

Prompt · copy and paste
Download .txt
Compute my business numbers from the data below. Use only what I paste. If a number cannot be computed, write "cannot compute" and name what you would need.

1. MARGIN: gross margin, contribution per unit, contribution leverage. Formula and value each.
2. CUSTOMERS: CAC (all-in), CAC payback in months, LTV to CAC, churn rate, net revenue retention.
3. POSITION: the evidence in my data for or against pricing power (last price change and what volume did), and whether my conversations start with price (I will tell you).
4. THE THREE that need attention first, each with what owners usually assume, what it is costing me, and the one action for this month.
5. A one-paragraph honest read of whether this business is real at this scale, in plain language, no praise.

DATA:
[paste revenue, cost of goods, variable costs, fixed costs, customer counts, churn, CAC by channel, last price change]

6The Pro pack

One prompt. Paste it into Claude. It builds the whole thing for your business.

The Pro pack is a build prompt with blanks for your context: your product, your medium, your team. Fill them in, answer its questions, and it produces the complete system in your words. The PDF explains the method so you can judge the output. Forty business numbers in the card format with worked examples for a service and a product business, the owner's monthly review built from your statements, the pricing test, and quiz mode.

Business Math, Pro
  • The build prompt: paste it into Claude, fill in the blanks, and it builds the whole system for your business
  • Forty business and strategy terms in the card format, with a service-business and a product-business example each
  • The owner's monthly review: one page from your statements with the three numbers to watch
  • The pricing test: raise the price on part of your customers and read the result in thirty days
  • The CAC payback rule for your business: the number you never spend past
  • Quiz mode: forty questions with an answer key and a scoring guide

Delivered as a zip: the build prompt as a text file, the PDF, and every prompt and template as plain text. One payment, yours to keep.

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