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Blinkit Seller Commission: Fees, Chart and Calculator
The complete Blinkit seller commission breakdown with a live calculator: category rates, storage fees, GST and net payout per unit.
CalculatorsAmazon Profit Calculator: India Seller Fees and Margin
A free Amazon India profit calculator using real banded referral, closing and weight handling fees plus 18 percent GST. Every fee field editable.
MarketplacesAmazon Brand Registry Cost: What India Sellers Actually Pay
Amazon Brand Registry is free. The real cost is the trademark: Rs 4,500 to Rs 9,000 per class in India, as of July 2026. Full cost build-up inside.
Marketplace Policy Disputes and the Appeal You Actually Get
There are two completely different kinds of trouble a seller can be in, and confusing them is expensive. One is a consumer complaint, which runs through a public framework with defined rungs. The other is a marketplace policy action, which runs through the platform’s own rules, on the platform’s own timeline, with the platform as […]
StrategyDark Patterns: The Lift Now, The Complaints Later
Here is the trade every growth team makes without noticing. The pattern that lifts this week’s conversion rate is very often the same pattern that shows up in next quarter’s complaint volume. The lift is measured, attributed and celebrated. The complaints arrive later, land in a different function, and are never traced back. Dark patterns […]
OperationsWhat Happens When a Complaint Reaches the Consumer Helpline
A complaint that leaves your channels does not disappear. It changes address. And the address it most often changes to in India is the National Consumer Helpline. Our own coverage of helpline data found roughly 5.1 lakh complaints filed against ecommerce and quick commerce platforms in 2025, up nearly 14 percent from about 4.4 lakh […]
India PlaybookThe Grievance Redressal Posture Indian Sellers Need
Every seller has a support inbox. Far fewer have a grievance mechanism. The two are not the same thing, and the gap between them is where most Indian ecommerce brands get hurt. Support is a service function. It answers questions, chases couriers, issues refunds and closes tickets. A grievance mechanism is an accountability function. It […]
OperationsSupport Staffing and Shift Design for a Festive Peak
Most Indian brands plan festive support staffing the same way every year. They take last year’s headcount, add a percentage that feels right, and hire. Then the sale lands, the queue blows out in week two, and the team spends October apologising. The method is the problem. Last year’s headcount encodes last year’s mistakes. If […]
Data AnalyticsThe Support Metrics That Survive Scrutiny
Most support dashboards in Indian ecommerce measure the same five things, and most of them are read wrong. The numbers are not usually false. They are just presented as five unrelated tiles, and read one at a time they can all move in the right direction while the customer experience gets worse. A short note […]
StrategyDeflection Without Hiding: Cut Contacts That Should Not Exist
Deflection has a bad reputation in Indian ecommerce, and it earned it honestly. Too many brands read the word as permission to make the contact button harder to find, watch ticket volume fall, and call it efficiency. The contacts did not go away. They moved to social media, to marketplace claims, and to the review […]
OperationsBuild a Support Ticket Taxonomy That Tells You Something
Open the support queue of almost any Indian ecommerce or quick commerce brand and one bucket dominates everything else. Where is my order. Depending on category, delivery promise and cash on delivery share, it usually sits somewhere between a third and half of all inbound contacts. The exact share moves a lot by business, so […]
D2CBuying discipline: the money is lost before purchase
By the time a pile of stock is old enough to worry about, the decision that created it is six to nine months in the past. Somebody approved a quantity. Somebody accepted a minimum order quantity without pushing back. Somebody launched a line with no agreed definition of failure. Everything after that is damage control. […]
OperationsInventory provisions: write-down versus write-off
A brand shows a healthy gross margin every month. Cash keeps getting tighter. Inventory days keep climbing. Nothing in the profit and loss statement explains it. Then one quarter a large charge appears, the margin collapses in a single period, and the board asks why nobody saw it coming. Somebody did see it. It was […]
StrategyMarkdown timing: what waiting actually costs you
Ask a founder when they last marked stock down and you will usually hear a date that is months after the stock stopped moving. Ask why the cut was five percent and you will hear that anything deeper felt wrong. Both answers come from the same place. The markdown was treated as a concession rather […]
OperationsStock ageing buckets: measure age before it costs you
Two people look at the same warehouse and report two different numbers. Planning says the average age of stock is forty days. Finance says ninety. Both are honest. Both are using a different clock. So the meeting spends forty minutes arguing about the number and zero minutes on the decision. That is the real failure. […]
StrategyDelivery Carbon: What You Can Actually Claim In Public
Delivery carbon is a lane where the talking runs a long way ahead of the measuring. That is now a commercial risk, not only a credibility one. Environmental claims in India sit inside consumer protection law and advertising self regulation, and green claims are increasingly treated the way any other performance claim is treated: you […]
BrandUnboxing Versus Waste: What The Experience Actually Earns
Unboxing spend is almost always justified by a story. Someone shows a reel. Someone remembers the customer who posted about the tissue paper. Nobody brings the repeat rate. That is unusual, because unboxing is one of the few brand investments with a clean measurable outcome attached. It is supposed to buy repeat purchase and advocacy. […]
OperationsPackaging Materials in India: What Each Choice Commits You To
Every packaging material decision is a commitment to something downstream. A cost, a machine setting, a claim you will later have to defend, or a waste stream that may not exist in the cities you ship to. Most brands choose on look and landed price, then discover the commitment eighteen months later when a marketplace, […]
Operations LogisticsProtective Packaging and Damage Rate: How Much Is Enough
Protective packaging is the part of the pack spec that nobody owns. The buying team picks the box. The warehouse decides how much paper goes inside it. Nobody writes that second decision down. Then the material bill grows quietly for two years and someone calls it a sustainability problem. It is a cost problem first. […]
Data AnalyticsConsent, Frequency Caps and Message Fatigue for Indian D2C
Most Indian D2C brands discover message fatigue the way you discover a slow leak. Not through an alarm, but through a slow decline in performance that gets blamed on creative, on the algorithm, on the season. The list is not smaller. It is just quieter. And by the time the unsubscribe rate moves, the damage […]
Growth PerformanceCart Recovery Flows That Do Not Train Customers to Abandon
Cart abandonment recovery is the most confidently mismeasured programme in Indian D2C. A dashboard reports that the flow recovered forty two lakh rupees last quarter. The number is presented as incremental revenue. It is not. It is the revenue of everyone who bought after receiving a message, including everyone who was going to buy anyway. […]
GrowthSMS, Email, Push or RCS: Routing Messages in Indian Commerce
Channel choice in Indian commerce is usually made backwards. A team picks the channel the platform makes easiest, writes the message, then discovers the economics after the invoice arrives. The better order is the opposite. Decide what the message is worth, decide how urgently it must land, and let those two facts pick the channel. […]
D2CThe 10 Transactional Messages Your D2C Brand Owes Buyers
Most Indian D2C brands treat transactional messaging as plumbing. Something the storefront platform or the courier aggregator emits on its own. Nobody owns it. Then the support queue fills with one question, asked ten thousand different ways: where is my order. On most brands we work with, order status contacts are the single largest support […]
OperationsPayment And Returns Fraud: Signals, Controls, Costs
Every anti fraud control you deploy will block some honest customers. That is not a bug in the implementation, it is the nature of the trade. The question is never whether a control produces false positives. It is whether the fraud it stops is worth more than the good customers it turns away, and whether […]
MarketplacesMarketplace Reimbursement Claims Brands Never File
There is money sitting inside every marketplace account that the brand is entitled to and never asks for. Not a rounding error. For brands doing meaningful volume across Amazon, Flipkart and quick commerce platforms, unclaimed reimbursements routinely run into lakhs a year, and almost all of it expires quietly because nobody filed within the window. […]
D2CWriting a Refund Policy That Is Fair And Defensible
Refund policy gets written once, by whoever is free, usually the week before launch. It then sits untouched while the brand scales, and it becomes the document that decides margin leakage, support load, repeat rate and the outcome of every payment dispute you will ever face. It deserves more thought than it gets. The mistake […]
OperationsWhat Your Acquirer Does When Chargebacks Rise
Brands treat chargebacks as a customer problem. The party that can actually end your business is one most founders have never spoken to: the acquiring bank behind your payment gateway. You have a contract with them, it has risk clauses, and those clauses protect the bank rather than you. This post is about the banking […]
StrategyServiceability Is a Growth Constraint. Treat It Like One
Every brand has two maps and usually only looks at one. The first map is where you can sell, which for most Indian brands is close to universal, because a marketplace or a courier aggregator will happily deliver to nearly twenty thousand pin codes. The second map is where you can serve, which is far […]
D2CRefurbished as a Real Channel, Not a Dumping Ground
Refurbished has a reputation problem in India, and brands earned it. For years, refurbished meant whatever the warehouse could not sell, cleaned up and pushed out through a liquidator at a price that quietly told the market your new product was overpriced. That is not a channel. That is a disposal habit. Run properly, refurbished […]
Operations LogisticsSpare Parts Planning and the Service Network in India
Brands plan finished goods well. Most of them plan spare parts badly, and then they are surprised when a service network they paid for cannot actually service anything. The reason is that spares are a different inventory problem wearing the same clothes, and the planning method that works for a fast moving SKU actively fails […]
OperationsRunning a Warranty Claim Process That Does Not Leak Money
Warranty is where a brand finds out what its operations are really worth. The claim desk sits at the end of every shortcut taken upstream, in sourcing, in packing, in channel expansion. If those shortcuts were real, the claim desk pays for them in cash, month after month, long after the sale was booked and […]
StrategyIn-Store Promoter Economics: Cost Per Incremental Unit
A beauty advisor in a large format store in a metro is one of the most expensive units of distribution a brand can buy. Fully loaded, an in-store promoter typically costs more per month than a mid-level office hire once you count salary, incentive, agency fee, statutory contributions, uniform, training and attrition churn. The exact […]
OperationsPOSM That Survives the Store: Deployment and Verification
Every brand has a POSM story. A wobbler that never left the box. A gondola end that was paid for in Mumbai and never built. A shelf strip that went up over a competitor’s facings and came down within a day. Point of sale material is one of the few spends where the failure happens […]
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