How Consumer Platforms Report Results: Key Metrics

A platform that connects customers with services or goods usually does not “sell” in the way a manufacturer does. It takes a cut of transactions that flow through it, and often runs at a loss while it grows. Its results use a different set of measures from a company reporting straightforward product revenue.

Transaction value versus revenue

Gross/net transaction value (GTV/NTV): the total value of everything transacted through the platform in the period — what customers paid in total, before the platform’s own share is separated out. Some companies report NTV after deducting customer discounts, cancellations or taxes from a raw GTV figure; each company states which it means.
Revenue from operations: the platform’s own share of that transaction value — commonly called a take rate or commission — plus any other services it charges for directly. It is normal for revenue to be a fraction of transaction value. Urban Company, for instance, reported Q1 FY27 net transaction value of ₹1,465 crore against revenue from operations of ₹528 crore for the same quarter, a difference the take-rate model explains.

Contribution margin

Contribution profit is revenue minus the variable costs of serving each transaction — costs such as payouts to service partners, payment-processing fees and delivery costs — before the company’s fixed corporate overheads (technology, marketing, head-office staff) are taken out. Contribution margin is usually this profit expressed as a percentage of revenue or transaction value, rather than the rupee amount itself; companies define the exact cost lines that go into it, so the two terms are not always interchangeable. Either way, it shows whether the core transaction is profitable on its own, separately from the question of whether the company as a whole is. A positive contribution profit or margin does not mean the company is profitable overall; a negative one means the company loses money on every transaction before overheads are even considered.

Adjusted EBITDA

Adjusted EBITDA is a company-defined measure, not a standard accounting figure, and each company’s definition can differ. It typically starts from reported profit or loss and adds back interest, tax, depreciation and amortisation, then further adds back items the company treats as one-off or non-operating — for example, the cost of investing in a new business line that is still being built out. Urban Company’s Q1 FY27 shareholders’ letter reported a consolidated adjusted EBITDA loss, and said this was driven mainly by its investment in a newer business (InstaHelp); once that investment was excluded, the rest of its operations showed an adjusted EBITDA profit. Because the exact add-backs vary by company, the definition given in that company’s own results is the one to check, not a general rule.

Growth and repeat-usage metrics

Orders or transactions completed, and their growth, usually year on year.
New customers acquired in the period.
Repeat usage or cohort metrics: how much of a category’s demand comes from customers who have used the service before, sometimes shown for a specific cohort (for example, customers past their first renewal cycle for a subscription-like service).

Cash burn and runway

For a platform that is not yet profitable overall, results commentary often addresses cash burn — the net cash used in operations over the period — and how much cash and equivalents the company holds against that rate of use. This is a description of the company’s own reported cash position, not a comment on how long any company can keep operating.

An illustrative example

A fictional platform, in ₹ crore, for one quarter:

	This year
Net transaction value (NTV)	1,000
Revenue from operations (take rate ~35%)	350
Variable costs of service delivery	260
Contribution profit	90
Fixed overheads (technology, marketing, corporate)	140
Adjusted EBITDA	(50)

Here, the transaction itself is profitable at the contribution level (90), but overheads of 140 turn that into an overall adjusted EBITDA loss of 50. Reading only the revenue or the headline loss would miss that distinction.