Primary, Secondary and Tertiary Sales: The Self Deception

Three different numbers get called sales in an Indian consumer business. They are not the same number, they do not move together, and only one of them is easy to see. Brands that report only the easy one grow beautifully for about four quarters and then stop, suddenly, with no visible cause. The cause was visible the whole time. It was simply never measured.

The three numbers, defined precisely

Primary sales is what the brand bills to the trade. Brand to super stockist, or brand to distributor. It is invoiced, it is revenue, it appears in your books and your tax returns. It is the only one of the three that arrives without effort.

Secondary sales is what the distributor bills to retailers. It is the movement out of the distributor godown into shops. It is not your revenue and it is not on your books. It is the closest workable proxy for real demand that a general trade business can collect at scale.

Tertiary sales is what the retailer sells to a shopper. That is actual consumption. Very few brands measure it directly across a wide outlet base. It is estimated through retail audits, through offtake panels where the category has them, or inferred from secondary trend combined with shelf stock cover.

Read the chain in that order and the problem becomes obvious. Primary is a purchasing decision taken by one person inside one distributor firm. Tertiary is a purchasing decision taken by thousands of shoppers. Treating the first as evidence of the second is the original sin of channel reporting.

How primary-only reporting manufactures phantom growth

Nobody sets out to stuff the channel. It happens because primary is the number that gets reviewed, and every lever that lifts primary in the short run is legal, familiar and available on the last working day of the month.

The levers are always the same. A month end scheme that pays for volume the market has not asked for. Extra credit days offered quietly to a large distributor. A new distributor appointed late in the quarter, whose opening fill-in stock books as growth even though not a single new shopper has been reached. A territory split in two, so both halves get a pipeline fill. None of these are fraud. All of them borrow next month sales and charge interest in the form of aged stock.

The bill arrives later. Aged stock at the distributor turns into damage and expiry claims. The distributor stops taking your calls because his money is stuck. Retailers who were loaded to hit a target stop reordering. Then a month arrives where primary simply refuses to move, and the review meeting looks for a marketing reason. There is no marketing reason. The pipe is full.

What secondary sales data actually requires

Secondary data is not a report you request. It is an operating system you fund and maintain. Be honest about what it takes before you promise the board a number.

• A distributor management system running at every distributor, with the licence, hardware and connectivity paid for by someone specific.
• An ordering application in the hands of every distributor salesman, because secondary captured on paper and typed in later is secondary that gets edited.
• A retailer master with unique outlet codes, deduplicated, with one named owner at the brand. Without this you will count the same shop three times under three spellings.
• Upload discipline with a stated cadence, and a consequence when a distributor misses it. Weekly is workable. Monthly is already too slow to act on.
• A person at the brand, usually in sales operations or commercial, whose actual job is reconciling primary, secondary and closing stock every month before any claim is settled.

Expect the first two quarters of data to be poor. Distributors under-report initially because they assume the data will be used to cut their margin or their territory. That fear is reasonable. Address it directly by using the data first for service and range decisions, not for punishment.

Warning signs that primary and secondary have decoupled

• Days of stock at the distributor rising quarter on quarter while primary growth holds steady.
• A large share of monthly primary billing in the last few working days of the month, repeated month after month.
• Damage and expiry claims growing faster than primary.
• The number of billed outlets flat or falling while volume grows. The same shops are being loaded harder.
• Distributors asking for credit extension rather than more stock.
• A widening gap between the SKU mix you billed and the SKU mix moving to retail. That gap is where your dead stock is forming.

The checks to run this month

These are answerable now, even without a full distributor management system.

• Pull closing stock statements from your ten largest distributors and convert them to days of stock at current secondary run rate. Anything far above your stated norm is next quarter problem, visible today.
• Compare primary and secondary on a rolling three month basis, not monthly. Monthly comparisons flatter both numbers.
• Calculate the share of primary billed in the final five working days per distributor. Rank it. The top of that list is where the pressure is being applied.
• Compute distributor return on investment honestly, including his working capital, manpower, godown and vehicle. A distributor earning below his cost of capital will stop investing before he tells you.
• Age the stock at the two distributors with the highest claims and check batch dates against your shelf life policy.
• Reconcile secondary plus closing stock against opening stock plus primary for one territory, by hand, for one month. If it does not tie, fix the data before you build a dashboard on it.

The discipline is simple to state. Pay incentives on secondary, review both, and never let the person who approves claims also carry the primary target.