A lot of Indian D2C spent 2021 and 2022 doing exactly that. The brands still standing are the ones that fixed the maths.
The Four Numbers That Decide Whether a D2C Brand Survives
Contribution Margin Per Order
Revenue minus product cost, shipping, payment gateway, packaging and returns. Not gross margin. This is what is actually available to pay for marketing.
Blended Customer Acquisition Cost
Total marketing spend divided by new customers, across every channel.
Why Platform-Reported CAC Is Not Usable for Decisions
It is systematically optimistic, because every platform claims credit for conversions it merely witnessed. Blended CAC is the only number that cannot be double-counted.
Repeat Rate and Time to Second Order
The difference between a business that can outspend competitors and one that cannot. If you only make money on the third order, you need to know how many customers get there and how long it takes.
Return Rate by Channel and Product
Returns quietly destroy categories like apparel and footwear, and they are rarely evenly distributed. Discount-led traffic returns more.
Most brands we audit are missing at least two of these. Fixing the measurement usually changes the strategy before we change a single campaign.
What Our E-commerce Marketing Service Includes
Paid Acquisition for E-commerce
Meta, Google Shopping and Performance Max, sized against contribution margin rather than a target ROAS someone picked because it sounded healthy. Full detail on the performance marketing page.
Marketplace Strategy — Amazon and Flipkart
Listing quality, advertising, review velocity, and the perpetual question of how much marketplace volume to pursue when it arrives with no customer data and thinner margin.
Conversion Rate Optimisation
On the pages carrying the money: product pages, cart and checkout.
Why CRO Beats Ad Efficiency
A ten per cent improvement here is worth more than a ten per cent improvement in ad efficiency, because it applies to every channel at once. This work overlaps directly with website design.
Retention and Lifecycle Marketing
Email and WhatsApp Flows
Welcome, abandoned cart, post-purchase, replenishment and win-back. WhatsApp in particular is underused in Indian D2C relative to how well it performs.
Where the Margin Actually Is
This is where most Indian D2C leaves the largest amount of money on the table, because acquisition is more exciting and retention is where the margin lives.
E-commerce SEO
Category page structure, product schema, review markup and content built around how people search before they buy. Detail on the SEO services page.
Subscription and Replenishment Models
For consumables, a subscription changes the acquisition maths entirely, because you are buying a stream rather than an order. It also changes the failure mode — churn becomes the number that matters, and a subscription business with high churn is worse off than a repeat-purchase business without one. We model both before recommending either.
Quick Commerce
Blinkit, Zepto and Instamart have changed discovery for several categories. Margin is thin and the customer relationship belongs to the platform, but for impulse and replenishment categories the volume can justify it. It is a distribution decision more than a marketing one, and we will say so if it is not right for you.
Discounting
Discounting is the fastest way to hit a revenue target and the fastest way to destroy your margin structure. Customers acquired on discount return at higher rates, repeat at lower rates and wait for the next sale.
We are not against promotions. We are against promotions as the default demand lever, and we will show you cohort data on what discount-acquired customers are actually worth before you run the next one.
How E-commerce Connects to Our Other Services
Social media management supplies the creative volume and social proof paid acquisition consumes. For D2C especially, user-generated content and creator partnerships often outperform studio production at a fraction of the cost.
Brand management is what lets you hold price. Undifferentiated product businesses compete on discount, and competing on discount in Indian D2C is a race with no winner.
AI visibility is becoming relevant here faster than in most categories, because product research increasingly starts with a question to an assistant.
Logistics, COD and the Indian Margin Problem
Cash on Delivery
Still a significant share of Indian e-commerce and structurally expensive. Higher return-to-origin rates, delayed working capital and a customer who has not committed anything at the point of order.
Reducing RTO Without Killing Conversion
Partial prepaid incentives, order confirmation flows over WhatsApp, and address validation at checkout. Removing COD entirely usually costs more in lost orders than it saves in returns, and we will model both before recommending either.
Shipping Costs as a Marketing Decision
Free shipping thresholds change average order value more reliably than most promotions, and they do it without training customers to wait for a discount.
Returns as a Channel Metric
Return rate belongs in your channel reporting next to cost per acquisition. A channel with an acceptable CAC and a thirty per cent return rate is not an acceptable channel.
Where We Start
With the numbers. We rebuild your unit economics from actual data — not platform-reported figures — and tell you what your real break-even acquisition cost is.
Occasionally that conversation ends with us saying the product cannot support paid acquisition at current pricing, and that no agency can fix that. It is not a fun call to make. It is considerably cheaper than finding out over six months of spend.
For the honest read on your numbers before you scale, start with the audit.