WhitmanTrading

Revenue: The Biggest Number, Least Informative

Revenue is the total value of goods and services a company recognised as sold during a period, sitting at the top of the income statement. It is the largest figure on the page and the one that says least about whether the business makes money.

How it works

A labelled breakdown diagram. Gross revenue with returns and discounts subtracted to give net revenue. The headline reads: Gross revenue minus returns is net revenue.
Gross revenue minus returns is net revenue. Illustrative figures - not a real company.

Revenue is what the company sold, valued at the price it sold for. Gross revenue is everything invoiced; net revenue subtracts returns, allowances and discounts. When a figure is quoted without a qualifier it is usually the net one.

A breakdown diagram showing revenue at the top with all other costs subtracted beneath it to leave net income. The headline reads: It is the top line, and everything else is subtracted from it.
It is the top line, and everything else is subtracted from it. Illustrative figures - not a real company.

Everything else on the income statement is subtracted from it. That is why it is called the top line, and it is also why it is the least informative number on the page: it describes size before any question of whether the business keeps any of it.

A breakdown diagram showing revenue less cost of goods sold leaving gross profit. The headline reads: Revenue minus cost of goods sold is gross profit.
Revenue minus cost of goods sold is gross profit. Illustrative figures - not a real company.

The first subtraction is cost of goods sold, and what remains is gross profit.

Recognised is not received

A breakdown diagram showing amounts billed to customers with a portion deferred to later periods. The headline reads: Billed is not the same as recognised.
Billed is not the same as recognised. Illustrative figures - not a real company.

Revenue is recognised when the company has delivered what it promised, not when the money arrives. A three-year contract paid up front is not three years of revenue today; it is recognised over the period the service is provided.

A breakdown diagram comparing cash received against revenue recognised, with the difference shown as deferred revenue. The headline reads: Cash in and revenue recognised are different numbers.
Cash in and revenue recognised are different numbers. Illustrative figures - not a real company.

The unrecognised part sits on the balance sheet as deferred revenue — a liability, because the company owes the customer something. That is why a business can take a great deal of cash in a quarter and report modest revenue, and why the cash flow statement is a separate document rather than a restatement of this one.

Which is the single most useful thing to know about the top line: it is an accounting measure of delivery, not a record of money.

What one revenue number can hide

A breakdown diagram showing three product lines adding up to one revenue figure. The headline reads: One number can be several businesses added together.
One number can be several businesses added together. Illustrative figures - not a real company.

A single figure often contains several businesses with different economics. A company selling hardware at thin margins and software at high ones reports one revenue line, and its overall profitability moves with the mix even when nothing about either business changes.

A breakdown diagram splitting revenue into a recurring portion and a one-off project portion. The headline reads: Recurring revenue and one-off revenue are not the same asset.
Recurring revenue and one-off revenue are not the same asset. Illustrative figures - not a real company.

Recurring and one-off revenue are worth different amounts even when the number is identical. A subscription that renews is a claim on future periods; a project that finished is not. Segment disclosures in the annual report are where the split lives, and reading them is most of what separates a look at a company from a look at a headline.

In practice: growth, and what it costs

A breakdown diagram comparing last year's revenue with this year's and showing the increase. The headline reads: Growth is the comparison, not the level.
Growth is the comparison, not the level. Illustrative figures - not a real company.

The level of revenue means very little; the change means more. And the change has to be read against what it cost to buy — growth funded by discounting, by acquisitions or by expensive customer acquisition is a different thing from growth at the same margin.

A breakdown diagram contrasting the full revenue bar with the much smaller net income bar. The headline reads: Revenue is the largest number and the least informative.
Revenue is the largest number and the least informative. Illustrative figures - not a real company.

The gap between the top line and the bottom line is where the business actually is. A company can double revenue and halve profit, and both statements are true descriptions of the same year.

A breakdown diagram showing a typical bar's range with the round-trip trading cost subtracted from it. The headline reads: And a round trip in the shares costs two percent of a bar.
And a round trip in the shares costs two percent of a bar. Illustrative figures - not a real company.

And if you are trading the shares rather than owning the business, there is a separate arithmetic. On this site’s shared price history a round trip costs 2% of a median bar’s range, which is the cost of acting on any view about a revenue release — before the view has to be right.

What revenue is not

It is not cash. It is recognised delivery, and the cash flow statement is where money is tracked.

It is not profit. Every cost the company has is still to be subtracted.

It is not comparable across industries. A distributor turning over large volumes at thin margins and a software company do not have comparable top lines.

And it is not a single policy. When revenue is recognised depends on contract terms and accounting judgement, which is why the notes to the accounts matter.

When it fails

A breakdown diagram showing revenue rising between two years while net income falls. The headline reads: Revenue up and profit down is an ordinary outcome.
Revenue up and profit down is an ordinary outcome. Illustrative figures - not a real company.

The commonest misreading is treating growth as good news on its own. Revenue rising while margins fall is an extremely ordinary result, and it can mean the company bought its growth.

The second failure is ignoring the mix. A revenue figure that grew because a low-margin segment grew is worth less than the same growth in a high-margin one, and the headline number cannot distinguish them.

A third is confusing bookings with revenue. Companies often disclose bookings, backlog or annual recurring revenue alongside the statutory figure, and those are different measures with different rules — or with no rules at all.

A fourth is comparing a quarter to the previous quarter in a seasonal business. Year-on-year is the comparison that controls for seasonality; sequential growth in a Christmas-heavy retailer is mostly a statement about the calendar.

And a fifth is trusting a restated figure without asking why. Revenue restatements happen, and the reason is usually a change in when delivery was judged to occur.

The original data

This site holds a corpus of 31,760 trading and investing videos with view counts. The number with “revenue” in the title is 0. The number with “income statement” in the title is 0. “Balance sheet” returns 3 videos and “cost of goods sold” returns 0. For comparison, 844 videos have the relative strength index (“RSI”) in the title and 698 have the moving average convergence divergence indicator (“MACD”). The counts are in research/corpus-coverage.json, produced by site/measure_corpus.py.

A breakdown diagram showing revenue growth of forty percent alongside a fall in net income. The headline reads: Revenue grew forty percent and profit fell. Buy?
Revenue grew forty percent and profit fell. Buy? Illustrative figures - not a real company.

That zero is the most useful figure on this page. The corpus is a sample of what a search-driven trading audience is actually served, and in 31,760 videos it contains not one whose title mentions the single largest number in any company’s accounts. The material available to someone learning to trade is almost entirely about chart shapes, and almost never about what the company underneath the chart earns — which is a fact about the supply of information rather than about markets, and it is checkable by anyone who wants to run the count themselves.

Income statement is the page revenue sits at the top of. Cost of goods sold is the first thing subtracted from it. And gross profit is what is left after that subtraction.

What I actually do

Revenue was the number I looked at first for years, because it is the biggest and it moves. What changed my reading was noticing how many companies grow it while every line beneath it gets worse - the top line tells you about size, and I had been treating it as news about quality.

— Michael Whitman

This page is educational, not financial advice. Test every idea on your own charts before risking money.