Gross margin reports what ingredients cost. Fully-loaded unit economics report what the business actually lost. The two numbers are rarely the same.
🎧 Hear this post
Blue Apron, at its 2017 IPO, told investors its gross margin was about 33%. A year later the number had slipped under 29%. By one analyst’s estimate, the company was also losing money on roughly 70% of the customers it acquired. Both things were true at the same time, which is a useful reminder that gross margin is a line item on a financial statement, not a claim about whether a business works.
(This happens more often than anyone writes down. The margin is real. The business is unprofitable. These are not contradictions. They are accounting choices.)
The gap between those two numbers is the whole game. It is where most ops problems hide, where most forecasts go wrong, and where the company’s best-performing product — the one sales leads with, the one the deck highlights, the one marketing spends behind — is quietly consuming the margin the rest of the portfolio earned.
The mechanics are boring, which is probably why nobody wants to look at them.
Gross margin reports revenue minus cost of goods sold. Ingredients. Software license fees. The thing the customer is literally paying for. It does not include: the implementation team that spends four weeks onboarding the account, the customer success manager assigned because this logo is “strategic,” the engineering hours absorbed when the deal required a one-off integration nobody else uses, the refund the sales lead quietly negotiated to close the quarter, or the legal review triggered by a redlined MSA. Those costs show up somewhere else on the statement, or in some cases (integration work, implicit discounts through credits, overtime absorbed by salaried staff) they don’t show up at all.
The result is a product that looks like a 70% gross margin winner and, if you loaded in everything the operations team bled to deliver it, runs at negative unit contribution.
A services business I worked with had a flagship offering — the highest-margin line in the sales deck — that required a senior engineer to stay on the account for the first ninety days. That engineer’s time was not allocated to COGS, because engineering sits under R&D on the statement. The product looked like it earned 62% gross. When the CFO finally built a fully-loaded cost-per-account model, it earned 11%. The company had been funding its growth, for two years, with the margin from a smaller product line nobody in sales wanted to sell because the quota math was less generous.
(The quota math was less generous because commissions were set off reported gross margin. Which, again, was the wrong number.)
The pattern has a name it does not quite deserve, which is why it is rarely discussed at the level it operates. The pattern is this: reported margin is a measurement choice. Fully-loaded margin is the business. The measurement choice serves a purpose — reporting consistency, GAAP alignment, investor comparability — but it is not a management tool. If you run the company off the measurement, you will make decisions that are defensible in an audit and indefensible in hindsight.
The symptoms are predictable.
Sales leads with the high-margin product because the commission is stronger, so volume concentrates there. Ops staffs for that volume — more CSMs, more implementation hours, more escalation paths — and the cost creeps into G&A rather than COGS. Finance models forward growth off the gross margin trend, which looks stable. The board approves an expansion of the sales team. Eighteen months later someone notices cash is tighter than the forecast implied. A consultant is hired. The consultant builds a fully-loaded model. The flagship product is the problem.
Nobody is lying. The numbers are all correct. They just aren’t the numbers that describe whether the business is working.
The fix is not especially hard, and it is not a new dashboard. It is deciding, once, which number the management team will run the company off of — and then making sure the commissions, the forecasts, and the hiring plans point at that number instead of the one on the P&L.
Two companies that seemed to understand this early: Amazon, which has spent twenty years telling investors to ignore reported margin and watch free cash flow per share instead (a posture that reads as eccentric until you realize it is a refusal to be flattered by the wrong metric), and Costco, whose membership-fee economics make the gross margin on the goods themselves almost beside the point. In both cases the executive team picked the number that actually described the business and ran the company off it. The reported margin became a side effect, not a target.
Most companies do the opposite. They pick the number that is easiest to report — because the accounting system already produces it, because the audit committee asks about it, because the investor deck has a slot for it — and then staff, sell, and forecast against it. The consequence is that the product with the best-looking margin absorbs the most operational load, the loss shows up in departments the sales team doesn’t look at, and by the time the fully-loaded number surfaces, the company has already hired, contracted, and committed off the wrong one.
The right question is not what is our gross margin? It is what does it cost us to have this customer next quarter? Those are different numbers. The first is an accounting output. The second is a management input. Companies that confuse them tend to grow into a cost structure they can’t walk back from.
Before your next board pack, ask: - If I loaded every hour of engineering, CS, implementation, and legal into the cost of this product, what does its margin become? - Which product line is our sales team compensated to push — and is it the same one operations would choose if they paid the bill? - What is the smallest variance between reported and fully-loaded margin that would change our hiring plan this year? - If we stopped selling our flagship product tomorrow, would the company lose money, or make more of it? - Who in the room has the authority to tell sales to stop leading with the product that’s eating the company?
0 Comments