Interview Questions157

    Revenue on the Income Statement: What Counts

    Reported revenue is net of discounts and returns, excludes taxes collected for others, and hides several businesses inside one line. How to read and adjust it.

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    US GAAPWritten under US GAAP. IFRS treats this topic the same way, so it applies to IFRS reporters too.

    Introduction

    Revenue looks like the least controversial number in a set of accounts: the top line, the total of what customers paid. In practice it is a measured figure, shaped by judgments about what to deduct, what to leave out and when to count it, and the single line on the face of the income statement usually combines several businesses with very different economics. Two companies with the same reported revenue can be very different businesses, and the same company's revenue growth can mean very different things depending on where it came from.

    For a banker, revenue is also where most models start. Every margin is a percentage of it, many valuation multiples divide by it, and growth assumptions drive everything below it. Getting it right means knowing what the reported figure includes, where the company breaks it down, and which adjustments turn reported growth into the organic growth a buyer is actually paying for. Where revenue sits within the rest of the statement is covered in how the income statement works.

    What Reported Revenue Includes and Excludes

    Under Accounting Standards Codification (ASC) 606, revenue is measured at the amount of consideration a company expects to be entitled to, which means several items are deducted before it ever reaches the income statement. Returns, trade discounts, volume rebates, price concessions and certain payments to customers are all treated as reductions of revenue rather than as expenses, often estimated in advance and trued up later. Amounts collected on behalf of others are excluded altogether: sales taxes a retailer collects for the government are not its revenue, and neither is the portion of a marketplace sale that belongs to the seller.

    Contra-revenue

    An amount deducted from gross sales to arrive at reported revenue, such as returns, discounts, rebates and price concessions. Because these reduce revenue rather than appearing as expenses, changes in them move both revenue and margins.

    Revenue also excludes income that does not come from customers. Interest on cash and dividends from investments are reported as other income, below operating income, even when they are recurring. Gains on selling property or equipment are not revenue either: they are reported as a net gain, which under ASC 360 belongs inside operating income whenever the company presents that subtotal, as Deloitte's guide to presenting disposals sets out. The rules deciding exactly when each type of customer revenue is recognized are the subject of revenue recognition under ASC 606.

    Estimates Inside the Top Line

    Many of the contra-revenue deductions are estimates made when the sale is recorded. A drug maker records sales net of the rebates it expects to pay to insurers and government programs, a consumer goods company net of the promotional allowances it expects retailers to claim, an electronics seller net of expected returns. If the estimates prove too low, revenue is reduced later; if too high, the release of the excess boosts a later period. For businesses where these deductions are large, the gap between gross sales and reported revenue, and changes in the reserves behind it, deserve the same attention as any other estimate in the accounts.

    Gross or Net: Marketplaces and Agents

    The marketplace case shows how much measurement choices matter. Amazon explains in its 2024 annual report that for its third-party seller services it is not the seller of record, so it recognizes only the commissions and related fulfillment and shipping fees it earns, not the full price the customer pays for the product. A retailer selling the same product from its own inventory would report the full price as revenue and the cost of the product in cost of sales. The gross versus net decision depends on whether the company controls the goods before they reach the customer, the principal-versus-agent test explained in gross vs net revenue.

    How Companies Break Revenue Down

    The single revenue line on the face of the income statement is only a summary. ASC 606 requires companies to disaggregate revenue in the notes into categories that show how the nature, amount, timing and uncertainty of revenue and cash flows are affected by economic factors, and companies also report revenue by operating segment. Amazon's disclosure shows why the breakdown matters:

    Income statement
    Amazon, net sales by groups of products and services
    $ in millions
    Line item20232024Change
    Online stores231,872247,029+15,157
    Physical stores20,03021,215+1,185
    Third-party seller services140,053156,146+16,093
    Advertising services46,90656,214+9,308
    Subscription services40,20944,374+4,165
    AWS90,757107,556+16,799
    Other4,9585,425+467
    Consolidated net sales574,785637,959+63,174

    Source: Amazon 2024 annual report. Third-party seller services are recorded net, as commissions and fulfillment and shipping fees.

    Total net sales grew about 11%, but the lines grew at very different rates: online stores about 7%, advertising about 20% and Amazon Web Services (AWS) about 19%. Profitability differs even more: AWS reported $39.8 billion of operating income on its 2024 sales, a margin of about 37%, against about 6% for the North America segment, so a shift in mix toward cloud lifts profit faster than revenue. A banker valuing the company on a single revenue growth rate would miss the point; a sum-of-the-parts analysis would value each group on its own economics. The segment disclosures behind such analysis are covered in segment reporting.

    Revenue You Can See Coming

    Some revenue is already contracted before it is recognized, and the notes disclose how much. Cash received in advance sits on the balance sheet as unearned revenue, or a contract liability, until the service is delivered: Amazon reports $24.6 billion at the end of 2024, mainly prepayments for AWS services and Prime memberships. Beyond that, companies disclose remaining performance obligations, the contracted revenue not yet recognized. Amazon reports about $177 billion of such commitments at the end of 2024 for contracts longer than a year, primarily related to AWS, with a weighted average remaining life of 4.1 years.

    Remaining performance obligations

    The total transaction price of a company's contracts with customers that has not yet been recognized as revenue, disclosed in the notes under ASC 606. It includes both amounts already billed and recorded as deferred revenue and contracted amounts not yet billed, and works as an audited measure of backlog.

    For subscription and contract-heavy businesses, the trend in remaining performance obligations is often a better leading indicator than reported revenue, because it captures bookings that will turn into revenue over the coming years. The balance sheet side of these figures is explained in contract liabilities and contract assets.

    The Revenue Adjustments Bankers Make

    Reported revenue growth combines several effects that a buyer values differently. Before quoting growth or projecting it forward, bankers separate them:

    • Acquisitions and disposals: revenue added by businesses bought during the period, or lost through businesses sold, is removed to compare like with like.
    • Currency: for companies with large foreign operations, changes in exchange rates move reported revenue without any change in volumes or prices, so growth is restated at constant exchange rates.
    • One-off revenue: large licensing deals, contract catch-up adjustments or a one-time order are identified and excluded from the run rate.
    • Pass-through revenue: fuel surcharges, freight or other costs passed to customers at little or no margin are noted, because they inflate revenue without adding profit.

    Currency effects are easy to quantify. If 30% of a company's revenue is earned in euros and the euro's average rate against the dollar is 10% lower than the year before, reported revenue drops by roughly 3% even if every European customer bought exactly the same as before. Restating the current year at the prior year's exchange rates removes that effect.

    What remains is organic growth, the growth of the existing business at constant currency. Companies often report their own organic or constant-currency growth as a non-GAAP measure (one not defined by generally accepted accounting principles), and the reconciliation to reported growth, explained in non-GAAP measures, shows exactly what was excluded.

    The broader point is that revenue deserves the same scrutiny as any other line. Check how it is measured, how it breaks down, how much of next year's figure is already contracted, and where this year's growth came from. A revenue figure that has passed those four questions is a reliable foundation for everything built on top of it.

    Interview Questions

    1
    Question #1Easy

    Revenue rises by $40 and COGS by $20, all in cash, 25% tax. Walk me through the three statements.

    Net income rises by $15, and so do cash and retained earnings.

    1. 1.Income statement: revenue up $40 and COGS up $20, so gross profit and pre-tax income rise by $20. Tax at 25% is $5, so net income rises by $15.
    2. 2.Cash flow statement: net income is up $15. Everything was paid in cash, so there are no non-cash items or working capital changes to adjust for, and cash from operations, and cash overall, rise by $15.
    3. 3.Balance sheet: cash is up $15 on the assets side; retained earnings are up $15 on the equity side. Both sides rise by $15, so it balances.

    If the sale had been on credit or the goods had come out of existing inventory, the profit would be the same but the cash would differ, through accounts receivable or inventory in the working capital section.

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