What pricing a product actually means
Pricing a new product means setting the number a customer pays, in a way that leaves you enough margin to cover what the product actually costs to sell — not just to make. Most first-time D2C sellers price off manufacturing cost plus a target markup, look at what similar products sell for, and pick something that feels reasonable in between. That method skips the two numbers that determine whether the price actually works: your real cost per sold unit, and what customers will actually pay once they see it next to alternatives.
Why “manufacturing cost times markup” gets it wrong
Manufacturing cost is the smallest, most visible piece of what a product costs to sell — and pricing off it alone is the most common mistake we see in new sellers.
The real cost per unit that actually reaches a customer includes manufacturing cost, packaging, payment gateway fees, the ad spend to acquire that specific customer, forward shipping, and — the piece almost everyone underweights — the cost carried by every unit that doesn’t reach a customer at all. If your category runs a 20% RTO rate, one in five units you ship never gets paid for, and you’ve still paid to make it, pack it, ship it out, and ship it back. That loss has to be absorbed by the four units that do sell, which means your real per-unit cost is meaningfully higher than manufacturing cost plus a markup would suggest.
Work it through on a product that costs ₹300 to manufacture and pack. At a naive 2.5x markup, you’d price it at ₹750. But add ₹60 in payment and platform fees, ₹150 in acquisition ad spend, ₹80 in forward shipping, and — at a 20% RTO rate — an amortised ₹100 per sold unit to cover the RTO losses on unsold ones. Real cost per sold unit: ₹690. At ₹750, you’re clearing ₹60 a unit before any of your own team’s time or fixed costs. The margin the “markup” implied was never actually there.
Why demand testing matters as much as cost
Cost tells you the floor — the price below which you’re losing money. It says nothing about the ceiling: what a customer is actually willing to pay for this specific product, in this specific market, next to the alternatives they’re comparing it against. Two products with identical costs can have very different ceilings depending on how differentiated they are, how the category is positioned, and how strong the brand telling the story is.
Guessing the ceiling wastes money in both directions. Price below it and you leave margin on the table every single sale, permanently — a mistake that compounds silently because nothing visibly breaks. Price above it and conversion collapses, which is loud and gets noticed, but often gets “fixed” by discounting rather than by understanding where the real ceiling was.
What we actually do to set a launch price
Calculate the real per-unit cost first, including an honest RTO assumption for the category — even before real data exists, published category benchmarks give a usable starting estimate.
Set a floor price that clears a genuine margin above that real cost, not the invoice cost.
Test two or three price points in the early weeks, where traffic and ad structure allow it, and read conversion rate and actual delivered-order profitability at each — not just conversion rate alone, since a lower price can convert better while making less money per order.
Watch the RTO rate at each price point specifically. A lower price sometimes pulls in a more price-sensitive, higher-RTO buyer; a launch that looks like a pricing win on conversion rate can be a wash once returns are counted.
Revisit the price on a real trigger — a cost input moving, a competitor’s meaningful repricing, or a clear signal from the testing above — rather than on a schedule or a hunch.
How we approach this for Partner Brands
We build the real-cost calculation, RTO included, before recommending a launch price, and we say plainly when a category’s typical RTO rate makes a proposed price mathematically unworkable rather than launching it and hoping. Because we’re paid on net sales after returns and RTOs, a price that looks good on paper but loses money after returns costs us the same way it costs you — which is why this calculation gets done properly before launch, not discovered afterward.
Sources
RTO benchmarks and cost-structure context reflect published Indian D2C industry analyses, 2026, and standard practice across the accounts we run. The worked pricing example is illustrative arithmetic — substitute your own manufacturing cost, ad costs and RTO rate.