Skip to content
Fundamental Analysis

Checking a claim against somebody else’s numbers

Companies report what they dispatched. Regulators and government portals count what was registered, consumed or shipped. Where the two diverge, there is a question.

Fundamental AnalysisAdvanced13 min read
Browse Fundamental Analysis(169)

A two-wheeler maker announces monthly sales of 4,10,000 units and the number is up 9% on last year. It is accurate, audited in due course, and describes something specific: vehicles dispatched from the factory to dealers. Separately, a government portal publishes how many two-wheelers were actually registered by buyers that month, manufacturer by manufacturer, across the regional transport offices that report into it. In most months the two move together. In the months they do not, one of them is measuring stock piling up in a dealer’s yard — and only one of the two figures will be in the press release.

Think of it like this
The distributor’s godown

A biscuit company’s salesman hits his target by persuading distributors to take an extra fortnight of stock before the quarter closes. The factory’s despatch register shows a strong month. The shops have sold the same number of packets as always. The difference is sitting in a godown, and it will show up as a weak month later, when the distributor orders nothing.

In the market

Nearly every consumer and industrial business reports the despatch register — primary sales. What ultimately matters is what the end customer bought. When an independent count of the second exists, you can watch the gap between them, and that gap is often the earliest thing that moves.

The general shape of the check

Four steps, applicable to almost any sector
  1. 1
    Identify the physical unit the business actually sells

    Tonnes, vehicles, subscribers, passengers, square feet, kilowatt-hours, prescriptions. Revenue is that unit multiplied by a price, so a claim about revenue is always two claims — a volume claim and a realisation claim — and they can move in opposite directions.

  2. 2
    Find a counter that has no interest in the company

    A regulator, a ministry, a port authority, a sector body, or the tax system. It will not be measuring exactly what the company measures, and that is acceptable: you are looking for divergence in trend, not agreement in level.

  3. 3
    Understand precisely what each source counts

    Dispatched or registered. Produced or shipped. Gross additions or net additions. Billed or collected. Almost every apparent contradiction between a company number and a government number dissolves here, and the ones that survive this step are the interesting ones.

  4. 4
    Compare the trends, never the levels

    Coverage gaps, timing differences and definitional mismatch make the absolute numbers incomparable. Growth rates over the same periods are comparable, and a persistent and widening divergence in growth is the finding worth acting on — by asking a question, not by drawing a conclusion.

What can be checked, sector by sector

Company claimAn independent counterWhat the gap usually means
Monthly vehicle sales — units dispatched to dealersVehicle registrations recorded on the national transport portalDispatches persistently above registrations means inventory is building in the channel, and a correction quarter is being deferred
Subscriber growth for a telecom operatorThe regulator’s monthly subscriber data by operator, and separately the active-subscriber measureGross additions can rise while active subscribers do not; the second is closer to revenue
Volume growth for a cement or steel producerNational production and despatch series published for the core industries, plus rail freight loadingA company growing volume much faster than the industry is either gaining share or serving a region growing faster — the next question is which
Loan growth for a lender concentrated in one segmentThe Reserve Bank’s sectoral deployment of bank credit for that segmentA lender growing far faster than its segment is taking share, taking risk, or both, and the mix will show which
A port, logistics or shipping operator’s handled volumesCargo throughput published by the port authoritiesDivergence usually reflects a change in mix or in which terminal is being used, rather than a discrepancy
An airline or airport operator’s trafficMonthly passenger and cargo traffic published by the aviation regulator and the airports authorityThe independent series arrives before the quarterly result and covers every operator on the same basis
Worked example
Two quarters of dispatches against two quarters of registrations
An illustrative vehicle manufacturer — the arithmetic matters, the figures are for teaching
Quarter 1 — units dispatched, as announcedUp 9% year on year12,00,000
Quarter 1 — registrations for the same brandA one-point gap; ordinary noiseUp about 8% year on year
Quarter 2 — units dispatched, as announcedUp 11% year on year, and reported as a record13,10,000
Quarter 2 — registrations for the same brandAn eight-point gap, in the same direction as the firstUp about 3% year on year
What the gap impliesOne point of a quarter plus eight points of the next is roughly 9% of a quarter’s volume — and it is not proof, because registration data does not cover every regional transport officeAbout a week of extra stock at dealers
Where it would show up nextChannels are unwound by dispatching less, not by selling moreDealer inventory commentary, and a weak dispatch quarter afterwards
What you actually do with itAnd read the receivables and inventory days in the next resultAsk about channel inventory on the next earnings call
The company said nothing untrue. Dispatches are dispatches, and a manufacturer is entitled to report them. The independent count simply measures a different moment in the same chain, and a widening gap between the two over consecutive quarters is a question about channel inventory that you can raise before it appears in anybody’s commentary. It is not a conclusion about the business and it is certainly not a view on the shares.
Check yourself

A consumer durables company reports 14% revenue growth for the quarter. Industry volume data for the category, published by an independent body, shows the category grew about 2%. What is the most disciplined next step?

Simple bhasha mein
Distributor ke godown mein biscuit

Quarter khatam hone se pehle salesman ne distributor ko pandrah din ka extra maal chipka diya. Factory ka despatch register shaandaar mahina dikha raha hai; dukaan pe utne hi packet bike jitne hamesha bikte hain. Company despatch batati hai, sarkari portal registration ginta hai — dono sahi, par alag lamha naapte hain. Do quarter tak farak badhta jaaye toh yeh sawaal hai, jawab nahi.

What to remember
  • Companies report primary sales — dispatches — while independent counters often measure end demand.
  • Every revenue claim is two claims: a volume claim and a realisation claim, and they can diverge.
  • Establish exactly what each source counts before treating a difference as a discrepancy.
  • Compare trends, never levels; coverage and definitions make absolute figures incomparable.
  • A divergence is a question for the next earnings call, not a conclusion about the business.
Finished this lesson?

Mark it done to track your progress through the curriculum.

Common questions

Short, direct answers to what people ask about this topic.

primary sales meaning in a company’s results
Primary sales are the units a company dispatches from its factory to its dealers or distributors — the despatch register, not what the end customer actually bought. Sales by those dealers to buyers are secondary sales, and the difference between the two is stock sitting in the channel. Nearly every consumer and industrial business reports the first and says very little about the second, which is why an independent count of end demand is worth finding.
how can I check a vehicle maker’s monthly sales independently
Compare the dispatch figures the manufacturer announces against vehicle registrations recorded on the transport ministry’s national registration portal, which publishes registrations by manufacturer from the regional transport offices reporting into it. Dispatches count vehicles leaving the factory for dealers; registrations count vehicles bought and registered by customers. Compare the growth rates over matching periods rather than the absolute levels, because the portal does not capture every regional transport office.
revenue is volume multiplied by
Realisation — the average price per unit actually achieved. That is why any claim about revenue growth is really two claims, and the two can move in opposite directions: a 14% revenue rise on flat volumes with higher prices is a completely different business event from 14% more units sold at the same price. Before reading anything into a revenue number, split it into the volume it implies and the realisation it implies.
what does it mean if dispatches grow faster than registrations
It usually means inventory is building up in the dealer channel — the factory has sold more to dealers than dealers have sold on to buyers, and the difference is sitting in a yard. A gap that persists and widens across consecutive quarters suggests a correction quarter is being deferred, because channels are unwound by dispatching less rather than by selling more. It is a question to raise about channel inventory on the next earnings call, not a conclusion about the business, and the registration series has coverage gaps of its own.
what free indian data can I use to cross check a company’s numbers
A surprising amount is published free: vehicle registrations by manufacturer on the transport ministry’s portal, monthly telecom subscriber and active-subscriber data from the sector regulator, the Reserve Bank’s sectoral deployment of bank credit, port cargo throughput from the port authorities, monthly air passenger and cargo traffic, production series for the core industries, and monthly goods and services tax collections nationally and by state. Each has coverage gaps, revision policies and definitional quirks, so use them for the direction and the change in direction rather than for precise levels.