Ask most D2C founders how their ads are doing and they'll quote a ROAS. It's the number every platform puts front and centre, and for years it was treated as the scoreboard. In 2026 that habit is expensive. The growth-at-all-costs era that made ROAS king is over, acquisition costs keep climbing, and the metric that's supposed to prove your marketing works is the one most likely to flatter you into losing money. The brands winning now have swapped it for a harder, more honest set of numbers.
This isn't a call to spend less. It's a call to measure what actually pays the bills. A brand that understands its unit economics can spend aggressively with confidence, because it knows which orders make money and which don't. Here's why ROAS misleads, the scoreboard that replaces it, and why in India one operational number — return-to-origin — quietly decides the whole game.
The market grew up, and so did the metrics
The context matters, because the shift is industry-wide. Forbes India, citing Redseer, reports India's D2C market reached $12–15 billion in 2025, up from under $5 billion in 2020, growing 25–30% a year across 800-plus brands. Redseer's Anil Kumar summed up the mood: there's now a lot of emphasis on growing profitably and not just through GMV.
The money behind the sector forced the change. Forbes India notes that in the growth phase brands routinely spent 30–40% of revenue on digital advertising; after the 2022 reset, several cut marketing spend by 25–40% and growth cooled from 80–100% a year to 25–40%. Third Eyesight's Devangshu Dutta named the underlying tension — investors want a 3–5 year exit, but it takes 7–8 years to build a brand. When cheap capital stopped subsidising unprofitable orders, unit economics became the only conversation that mattered.
Why ROAS lies
ROAS divides the revenue a platform claims it drove by the money you gave that platform. Every term in that sentence is doing you a disservice. The revenue is gross — before returns, cost of goods, shipping, COD handling and payment fees. The attribution is the platform's own, usually last-click, so Meta and Google can both claim the same sale. And it ignores every rupee of marketing that isn't paid ads.
The result is a number that goes up while your bank balance goes down. A campaign showing 4x ROAS looks like it triples your money. Strip out a 60% product cost, shipping both ways, and a third of orders bouncing back as RTO, and that same campaign can be underwater. ROAS measures how efficient an ad was in the platform's story. It doesn't measure profit.
The first-order trap
There's a deeper problem ROAS hides: many D2C brands lose money on the first sale by design, betting on repeat purchases to turn a profit. One 2026 benchmark of over 200 Indian brands, published by Growww Tech, put the average break-even at roughly order number 2.3 — meaning the typical brand only starts making money on a customer's third order. If you're reading acquisition ROAS in isolation, you're grading yourself on the one order you were always going to lose money on.
The scoreboard that replaces it
Three numbers, read together, tell you what ROAS can't. None of them is exotic; they just use your real revenue and your real costs instead of the platform's.
Blended MER — marketing efficiency ratio — is total revenue divided by total marketing spend across every channel. It's hard to game because it starts from your actual top line, and it answers the only question that matters at the account level: is the whole engine paying for itself? Contribution margin is what's left from an order after you subtract the variable costs of delivering it — COGS, shipping, payment and COD fees, returns. It tells you whether the order itself made money. CAC payback is how many orders or months it takes to earn back what you spent acquiring the customer, which is where repeat rate and LTV enter the picture.
| Metric | Question it answers | Why it beats ROAS |
|---|---|---|
| Blended MER | Is all marketing paying off? | Uses real total revenue, not attributed |
| Contribution margin | Did this order make money? | Nets out COGS, shipping, returns, fees |
| CAC payback | When do I recover acquisition cost? | Accounts for repeat orders and LTV |
| Repeat rate / LTV | Will they come back? | Where first-order losses turn to profit |
| ROAS | Was one ad efficient? | Ignores costs, returns and attribution overlap |
The Growww Tech benchmark shows why these matter now: it put average Meta CAC at ₹502, up 32% year over year, against a 12-month LTV near ₹2,800 and a 30-day repeat rate of just 12% — with top-quartile brands reaching 22% repeat and ₹6,500 LTV. When acquisition costs that much and most customers don't return, the gap between winners and everyone else lives in repeat rate and margin, not in ROAS. (Treat those figures as a benchmark read on 200-plus brands, not an official industry census.)
The India multiplier: RTO
Here's the number that separates Indian unit economics from the textbook version. Return-to-origin — an order that ships, fails to deliver, and comes back — is pure margin destruction, because you pay forward and reverse logistics while earning nothing. Unicommerce's April 2026 report found RTO peaked at 39.2% in the festive quarter before settling to around 25.6% in January and near 21% for optimised brands by March. Nearly two in five festive orders never landing is not a logistics footnote; it's a hole in the P&L.
COD is the lever
The cause is largely cash on delivery. Unicommerce reported COD return rates around 58% in the festive quarter against under 15% for prepaid. That single contrast is one of the highest-leverage facts in Indian D2C: shifting orders from COD to prepaid, and confirming intent before shipping COD to high-RTO pin codes, can lift contribution margin more than any bid or creative change. Building the measurement and the operating cadence to act on numbers like these is exactly what our growth marketing team runs for D2C brands, because the reporting only helps if it changes what you do on Monday.
Reading the growth you're actually getting
One more Unicommerce finding reframes the strategy. FY26 D2C GMV grew 33%, but almost entirely on volume — order count up 34% with pricing essentially flat — and Tier 2/3 cities drove 66% of the incremental orders. Growth is coming from more orders in lower-AOV geographies, which squeezes contribution margin per order exactly where the expansion is happening.
That's the whole argument for a unit-economics lens in one statistic. If you chase that Tier 2/3 volume on ROAS alone, you can grow revenue while shrinking profit. Read it through contribution margin and CAC payback, and you can decide which of those orders are worth winning — and price, ship and target accordingly.
The takeaway
ROAS isn't useless; it's just the wrong scoreboard for a market that no longer rewards growth without profit. In 2026, with CAC up sharply, RTO eating festive orders, and growth coming from thinner-margin geographies, the brands that win are the ones measuring blended MER, contribution margin and CAC payback — and treating RTO as the margin metric it is. Swap the vanity number for the honest ones, fix COD and returns before you touch bids, and you'll spend with the confidence of a brand that knows exactly which orders make money.
Sources: Forbes India, "India's D2C journey: after a rapid scale-up, why it's now all about discipline" (2026 — market at $12–15 billion in 2025, up from under $5 billion in 2020, 25–30% annual growth, 800-plus brands; Redseer's Anil Kumar on profitable growth; 30–40% of revenue on advertising in the growth phase and 25–40% cuts post-2022; Third Eyesight's Devangshu Dutta on the 3–5 year exit versus 7–8 year brand-building gap). Growww Tech, "State of Indian D2C 2026" benchmark of 200-plus brands (average Meta CAC ₹502, up 32% year over year; profitability around order 2.3; 12-month LTV near ₹2,800 and 30-day repeat of 12%, with top-quartile 22% and ₹6,500). Unicommerce India D2C Report, April 2026 (RTO peaking at 39.2% and settling near 21% for optimised brands; COD returns around 58% versus under 15% prepaid; FY26 GMV up 33% on 34% volume growth with flat pricing; Tier 2/3 cities driving 66% of incremental orders). Growww Tech figures are a benchmark sample, not an official industry census.
Frequently asked questions
Why is ROAS a misleading metric for D2C profitability?
What is blended MER and how is it different from ROAS?
What does CAC payback tell me that ROAS doesn't?
How does RTO affect unit economics in India specifically?
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