A founder shows us a reel with a large view count and asks why the month was flat. That conversation happens more than any other in this part of the practice, and the answer is almost always the same. Views were never the product. The only question that decides whether a direct-to-consumer brand lives is what it costs to acquire a customer against what that customer spends, and then whether they come back.
Everything below is downstream of that. Twenty-four brands sit on this roster, and the ones that grew are not the ones with the prettiest feed.
This roster is not all fashion, and pretending otherwise would be useless
We have deliberately kept apparel, accessories, personal care and commerce tooling on one page, because they share a mechanic and not a product.
Apparel and label-led brands. Lumi Fashion, March Label, Kai Apparel, Autumn Lane, Nehha Nhata, Label Shall, Saaj Sutra, Shree Kuthir, Inarra, TopLove, Suman's Label and House of Dreams. Season, drop, size curve, return rate.
Category-specific accessory brands. Anges Bags and Astra Socks. A single-category brand has an unusual advantage in search, because a person hunting a specific thing types the specific thing, and an unusual weakness in basket size.
Herbal and personal care. Oleaf Herbal, Vitro Naturals and The Botanists Story. This group behaves least like fashion and gets its own treatment below.
Collection pages carry the search, product pages carry the sale
Most clothing sites are built as a grid of products with a homepage on top. That structure loses on both counts.
Nobody searches your product name. They search a category with a qualifier: cotton kurta set, wide leg trousers, saree for a reception, black formal socks. Those queries land on a collection, and a collection page that is a bare grid of images with a one-line description has nothing to rank with. A collection page that is written, with a genuine paragraph about the fabric, the cut, who it suits and how it is worn, becomes the page that earns the traffic and then hands it to the product.
The product page then has one job, which is removing the last objections. Fabric composition. Model height and the size she is wearing. What the colour looks like in daylight rather than under a ring light. Care instructions. Delivery window and the returns position stated plainly rather than buried in a policy page. This is what our ecommerce work actually spends its time on.
Filters quietly build ten thousand pages nobody should ever see
Every fashion store with filters has this problem and most owners have never been told about it. Colour, size, price, fabric, sleeve length, occasion, each combination generating its own URL. Multiply them and a modest catalogue presents a search engine with tens of thousands of near-identical pages, which then spends its crawl on parameter soup and forms a poor view of the whole domain.
Deciding which filtered views deserve to be real indexable pages, and which must be closed off, is unglamorous technical search work, and it separates a catalogue that ranks from one that buries itself.
Reach is not revenue, and the feed is not the shop
Instagram is where a fashion brand is discovered in India and it is a poor place to be evaluated. A saved post is not intent. A viral reel brings an audience with no purchase in mind, and a founder who starts optimising for it ends up making content for people who will never buy.
What earns money on the platform is narrower. Content that shows the garment on a real body moving, not styled into abstraction. Comments and direct messages answered, because a size question unanswered for six hours is a lost sale. User content and reviews collected deliberately rather than hoped for, because a photograph from a customer in Behala outperforms a studio shoot for the customer in Bansdroni. And a route off the platform into something you own, which is where email and WhatsApp come in.
COD and returns are the tax on Indian D2C
A brand outside India can look at revenue and roughly believe it. Here you cannot.
Cash on delivery is still what a large part of the country prefers, and it brings a refusal rate, a shipping cost paid both ways, and inventory back in a carton three weeks later possibly unsellable. Apparel returns are worse than most categories because of fit. A prepaid order and a COD order at the same price are not the same order, and a campaign optimised on order volume without separating the two is optimising towards a loss.
That has direct consequences for how Meta and Google campaigns are set up, what event you optimise on, and which pin codes are worth bidding into at all.
Fit is the most expensive question your site refuses to answer
Ask a founder why returns are high and you will hear about customer behaviour. Look at the size guide and it is a table in centimetres with no indication of how the garment is meant to sit.
A woman comparing your kurta to one she already owns wants actual garment measurements, not a letter. Whether it runs small. The model's height. Whether the fabric has give. Each of those answers, on the product page, removes a return that would have cost you the sale twice. It is the cheapest margin work in fashion and almost nobody does it.
Ingredient-led search is a different sport
Oleaf Herbal, Vitro Naturals and The Botanists Story are not sold the way a dress is sold.
A skincare or herbal buyer searches an ingredient or a problem, not a brand and not a category. They are reading about what is in the bottle, in what concentration, for what skin, and they will read for a long time before spending anything. So the ranking asset is explanatory content about ingredients and use, which is closer to the work we do for a hospital than the work we do for a label.
There is also a hard constraint fashion does not have. Cosmetic and herbal products in India are limited in what they may claim, and advertising standards apply to before-and-after imagery and to health-adjacent language. That closes off most of what the category's louder brands do. What is left is formulation content, use guidance and customer photographs, with exact claim wording kept by the client's regulatory advisor rather than invented in a caption. Repeat purchase also matters more here than anywhere else on this page, because a consumable that works gets reordered and a garment does not.
Puja is the year, and the year is not evenly spread
Kolkata's fashion calendar is not a national calendar. The weeks before Durga Puja carry a share of the year no other period comes close to, followed by the wedding season, and then a long stretch where the same brand looks like it has stopped trading.
Planning for that means production, photography, stock and campaign spend decided months earlier, creative shot in Kolkata's actual light rather than borrowed from a Delhi lookbook, and something to do in the flat months so the audience you paid for in September is still there in February. Brands that treat the off-season as a pause pay full price to acquire the same people again.
Photography is a running cost
The most underestimated line in a small fashion brand's budget. Every drop needs shooting, every marketplace has its own image specification, and content is consumed faster than a five-person team can produce it. A brand that plans one shoot a year spends the other eleven months reposting.
Where a brand's name, packaging and visual signature are not yet settled, we do identity work first, because inconsistent visuals make every rupee of media spend work harder than it should.
Where to go next
Five parts of this have their own page, because each answers a genuinely different question.
Ecommerce SEO for fashion brands covers collection against product pages and the faceted-navigation index problem in detail.
Instagram marketing for fashion brands is about why reach is not revenue, and how acquisition cost has to sit against basket size.
Meta ads for D2C brands deals with catalogue feeds, and with COD and returns economics inside campaign structure.
Shopify websites for clothing brands goes into speed, product page structure, and size and returns friction.
Email and WhatsApp marketing for D2C is about first-party data and repeat purchase, which is where a D2C brand stops renting its customers.
Talk to us about your brand
Bring the boring numbers, not the good ones. What a customer costs you, what they spend, what comes back, and which channel is genuinely paying for itself. That conversation takes twenty minutes and it usually changes the plan.
Digi Kydo, 17R Dover Terrace, Ballygunge, Kolkata, West Bengal 700029
+91 98305 45687 ยท [email protected]