Fin Maverick
Foundations VocabularyAccounting & ReportingEconomics & MacroQuant Methods & ProgrammingBusiness & Company AnalysisCorporate Finance & ValuationBehavioural Finance
Banking & Market InfrastructureFixed Income & RatesDerivatives & Structured ProductsPublic EquitiesTransactions & DealsPortfolio ConstructionFunds & AMCs
Private Markets & AlternativesRisk, Treasury & ControlAI & Digital FinanceStochastic Calculus & PricingWealth & Personal FinanceIndian Markets & RegulationProfessional Practice
CalculatorComparison
Frameworks
Explore Bootcamps
Equity ResearchPortfolio ManagementMutual Fund MasteryFinancial LiteracyInvestment Banking Analyst
Private Equity AnalystHedge Funds AnalystBreaking Into VCBreaking Into QuantsAI For Finance
Financial Analyst ProgramRisk Management ProgramPrivate Wealth ManagementDebt Capital MarketsDerivatives Foundation
Explore Internships
Equity Research InternMutual Fund Intern
Portfolio Management InternFinancial Literacy Intern
Explore Micro Courses

Equity Research6

Writing an Investment ThesisBuilding a Discounted Cash FlowReading an Annual Report FastReading a Sector Before a CompanySpotting Quality of Earnings Red FlagsBuilding a Revenue Forecast From Drivers

Portfolio Management3

Rebalancing: When, Why and What It CostsStrategic and Tactical Asset AllocationMeasuring Risk in a Portfolio

Mutual Fund Mastery3

Comparing Funds Without Being FooledHow a NAV Is Struck and Which Day You GetReading a Fund Factsheet Properly

Derivatives Unlocked4

Hedging a Real ExposureThe Greeks, PracticallyFutures, the Basis and What Moves ItReading an Option Payoff

AI For Finance2

Retrieval and Grounding for FinanceDocument Extraction in Finance

Breaking Into Quants4

Backtesting a StrategyHypothesis TestingCleaning Financial DataRegression for Finance

Breaking Into VC3

Sizing a MarketReading a Term Sheet as a FounderHow a Venture Round Actually Works

Financial Analyst Program4

Common Size and Trend AnalysisReading a Cash Flow StatementRatio Analysis That Says SomethingBuilding a Working Capital Schedule

Risk Management Program2

Credit Exposure and How It Is ReducedValue at Risk and What It Hides

Investment Banking Analyst3

Precedent Transactions and Why They DifferReading a Term Sheet StructurallyBuilding a Comparable Companies Table

Private Wealth Management3

Tax Aware Portfolio DecisionsBuilding a Client Risk ProfileGoal Based Planning Arithmetic

Debt Capital Markets3

Analysing an Issuer's CreditDuration and What It Does Not Tell YouBond Pricing and Yield Mechanics

Private Equity Analyst2

Fund Waterfalls and CarryThe LBO in Structure

Hedge Funds Analyst2

Short Selling MechanicsLong Short Mechanics
Courses
Explore Career Roadmaps
Investment Banking AnalystEquity Research AnalystVC AnalystPrivate Equity AnalystHedge Funds Analyst
Quant AnalystAI For FinanceFinancial Analyst ProgramPrivate Wealth ManagementDebt Capital Markets
Risk Management ProgramDerivatives FoundationPortfolio ManagementMutual Fund Mastery
PartnershipsShowdown
Log inSign up
Business, Industry & Company Analysis
1Business Fundamentals and Models
The Business EcosystemThe Business ModelStakeholdersThe Business Life CyclePlatform BusinessesHow to Build a…The Value NetworkMonetisationUnit EconomicsThe Profit PoolTake RateB2B vs B2C
2Revenue and Pricing
The Revenue ModelRevenue Growth vs Monetisation…Pricing PowerRecurring RevenueAverage Revenue Per UserARPU vs Average Order ValuePrice DiscriminationGross Margin vs Contribution MarginFixed Costs vs Variable Costs
3Operating Model and Supply Chain
The Operating ModelThe Value ChainThroughputThe Supply ChainVertical IntegrationVertical vs Horizontal IntegrationProcurementCapacity UtilisationJust-in-Time vs Just-in-Case InventoryMake vs Buy
4Customers and Brands
Brand EquityCustomer LoyaltyCustomer Segments and the JourneyCustomer EconomicsHow to Analyse Customer…Distribution ChannelsCustomer Acquisition Cost
5Competitive Advantage and Moats
The Sources of Competitive…Competitive RivalryEconomies of Scale and…Network EffectsSwitching CostsCost Leadership vs DifferentiationHow to Test Whether a Moat Is Eroding
6Industry Structure and Sector Behaviour
Industry TypesConsolidation and FragmentationSubstitutesBuyer PowerSupplier PowerThe Industry Life CycleHerfindahl-Hirschman IndexSector vs IndustryCompany Analysis vs Industry AnalysisCyclical vs Defensive SectorHow to Apply Porter's…How to Analyse Competitive…
7Market Size and Addressable Market
Market SizeMarket Concentration vs Market ShareTop-Down vs Bottom-Up Market SizingDemand DriversThe Adoption CurveGrowth DriversMarket FragmentationMarket ShareHow to Interpret Market Share Changes
8Innovation and Technology Shift
InnovationResearch and DevelopmentTechnology Adoption and DiffusionThe Product Life CycleProduct Innovation vs Process InnovationDigital TransformationCannibalisationDisruptive InnovationThe Technology S-Curve
9Corporate and Business Strategy
Corporate and Business Strategy ComparedHow to Build Business…How Execution Risk Can…Organic and Inorganic Growth ComparedGrowth Investment vs Capital ReturnOrganisation Design and TransformationHorizontal vs Conglomerate DiversificationCentralised vs Decentralised OrganisationCompany Research vs Investment ResearchHow to Separate Facts,…
10Management and Governance Quality
Management QualityFounder-Led vs Professional ManagementThe PromoterThe BoardInstitutional OwnershipPromoter Ownership vs Institutional…The Agency ProblemIndependent DirectorsInsider OwnershipHow to Analyse Ownership…How Capital Allocation Shapes…
11Strategic and Business Risk
Business RiskPlatform vs Pipeline BusinessAsset-Light vs Asset-Heavy vs…Commodity vs Branded BusinessHow to Write a…The Business Risk RegisterStrategy in PracticeStrategic Risk vs Financial RiskHow to Evaluate a…How to Build a…
12Business Research Method
Business AnalysisCompany Filings as a Research SourceCompetitor MappingThe Variant ViewPrimary ResearchPrimary vs Secondary Research

Market Fragmentation: Share in a Crowded Market

A crowded field does not make a share small. The crowding makes a share unknowable. Setu Bazaar, an invented marketplace, carries 2,000 merchants and Rs 4,80,00,00,000/- reaching them in the year, so an average merchant accounts for 0.05 per cent of that flow. Which of the 2,000 names carries how much of that flow is published nowhere, so 0.05 per cent describes a place in the field and no merchant in it.

What does a crowded field actually do to a share?

The answer most readers arrive carrying is reasonable, and it is wrong. Two thousand sellers stand in a field. Surely each of them is small. Surely the arithmetic writes itself: divide the whole by two thousand, and there is the share, tiny and unremarkable, and the crowding has done its work.

Small is not the finding. A crowded field does not make a share small; it makes a share unknowable, and the second problem is much harder to live with than the first. Small is a claim. Claims can be checked, argued with, revised. Unknowable is a state of the evidence, and no amount of care with a calculator repairs it. Believing every seller in a crowded field is small is a false comfort. The field could just as easily be a handful of large names beside a very long list of small ones, and the count on its own would look exactly the same from outside.

A nearby subject carries the same word in its title, so one separation comes first. How many sellers a field carries, and how that field divides between them, are two separate facts, and both are covered under Consolidation and Fragmentation: How an Industry Concentrates. A different question is what a share is worth once the field is crowded, and the answer sits underneath the line rather than above it. Concentration counts heads. A share divides a total.

The everyday version of this is worth holding on to throughout: a wholesale market with two hundred stalls under one roof. Anybody can count the stalls in ten minutes; the count is a fact lying in plain sight and nobody disputes it. Which stall is the biggest is another matter. No stallholder shows another one their book, so walking the aisles and asking produces two hundred confident and contradictory answers. The count was free. The split is not for sale at any price.

Two questions about one crowded field, and only one of them belongs here SETTLED ELSEWHERE IN THESE NOTES How many sellers stand in this field? A count. Gathered by asking, and checkable. How does the field divide between them? A separate fact, and a count cannot supply it. THIS GUIDE, END TO END What sits underneath a share? The number the seller divides by, and who holds it. What is a share worth once the field fills up? Asked here, and answered three ways. THE LEFT COLUMN COUNTS. THE RIGHT COLUMN DIVIDES. Both are about the same crowded field, and neither answers the other.
How many sellers a field carries and how it splits between them are covered separately. The question of what sits underneath a share once the field is crowded is a question about the number a seller divides by.
Try it out

A field carries two thousand sellers. What does that crowding do to any one seller's share of it?

Equity Research Bootcamp — Fin Maverick

Where does the only population of sellers in these notes come from?

Exactly one published population of sellers has a money figure attached to it. Setu Bazaar carries 2,000 merchants. In its published trading year, goods worth Rs 5,00,00,00,000/- were ordered across it, and of that sum Rs 4,80,00,00,000/- went out to the sellers. The gap between the two figures, Rs 20,00,00,000/-, is the revenue the marketplace kept for itself.

Now do the division that the figures invite. Rs 4,80,00,00,000/- divided by 2,000 gives Rs 24,00,000/- of goods for each merchant across the year. Multiply it back to be sure rather than to be satisfied: Rs 24,00,000/- multiplied by 2,000 returns Rs 4,80,00,00,000/- exactly, so the division is sound and nothing has been rounded away in it.

Then take the same division as a percentage instead of as rupees. One merchant out of two thousand, evenly, is one part in two thousand. One hundred divided by two thousand is 0.05 per cent. The whole derivation is that one division, and a one-line derivation is exactly why the figure is so easy to write down. There is no survey behind it, no estimate inside it and no judgement anywhere in it. Two published figures went in and one number came out, and the whole operation takes about four seconds.

One label travels with every appearance of Rs 24,00,000/-, and it goes in the same sentence rather than in a footnote. The label is gross flowMoney measured as it moves past, with nothing yet deducted. Whether any of it stays with the party it moved past is a separate question, and usually an unanswered one., meaning goods that left. Between that figure and anything a merchant keeps sit the cost of those goods, the cost of shifting them, and the charge for trading there in the first place. Three deductions, no published size for any of the three, and nothing in these notes carries a turnoverWhat a business billed over a stretch of time, before a single cost of doing the billing has been taken off. A turnover figure opens an account rather than closing one. figure across into an income one.

The same division worked twice: once in rupees, once as a percentage REACHES SELLERS Rs 4,80,00,00,000/- / MERCHANTS 2,000 = EACH MERCHANT, ON AN EVEN SPLIT Rs 24,00,000/- of goods THE WHOLE, AS A PERCENTAGE 100 / MERCHANTS 2,000 = EACH MERCHANT, ON AN EVEN SPLIT 0.05 per cent of that flow AVERAGE SHARE COMPLETE, CORRECT, AND ABOUT NOBODY IN PARTICULAR Both results are gross flow: what left, before three subtractions that are not published.
Dividing Rs 4,80,00,00,000/- by 2,000 merchants gives Rs 24,00,000/- of goods each, and dividing 100 by 2,000 gives 0.05 per cent, and both results are averages describing a place in the field rather than shares belonging to any name.
Try it out

Rs 4,80,00,00,000/- reaches 2,000 merchants in the year, so the arithmetic puts Rs 24,00,000/- of goods against each of them. The Rs 24,00,000/- is 0.05 per cent of that flow. What has that division established?

Financial Literacy Bootcamp — Fin Maverick

Why is 0.05 per cent an average rather than a share?

The difference between an average and a share is the centre of the subject. A share belongs to a name. A share says what this merchant, this one here with a signboard and a bank account, holds of something. An average belongs to a place. An average says what a merchant would hold if the flow divided evenly. An even split is a statement about the field and about the arithmetic, and never about a person in it.

The reason the two cannot be swapped here is one published fact: nothing anywhere breaks the Rs 4,80,00,00,000/- down name by name. Not partially. Not in bands. Not for the largest ten. Nowhere at all. So not a single merchant's share is known, and 0.05 per cent describes a place in that field rather than a name standing in it.

Careful readers go wrong at exactly this point, and the trap closes here. The figure is not an estimate of a merchant's share. The figure is not a midpoint that the true shares scatter around, and not a typical value, a central case, or a starting point to be adjusted once more is known. An average is not a share with error bars on it; it is a different quantity that happens to share a unit. Error bars would imply the average is aiming at something, and it is not aiming at anything. The average is the answer to a division nobody asked about any merchant.

The everyday version again. Two hundred stalls under one roof, and the market's landlord announces what value of goods left the building this year. The landlord's figure divided by two hundred gives what an average stall shifted. Point at any one stall, though, and nothing about it is known. The landlord's figure was never about that stall; it was about the building. Somebody who reads the average off the notice board and repeats it as what the stall on the corner sells has not made a small error of degree. The reader has swapped one quantity for a different one and kept the unit. A swap that keeps the unit is the swap nobody notices.

Try it out

An average and a share are two different quantities. What is the difference between them?

What does that average leave free underneath it?

Saying that an average constrains nothing about the largest name is easy, and most readers will nod at it and then go straight back to reading 0.05 per cent as a small merchant. The claim needs working rather than asserting, and the working carries a label. The settings worked below are arithmetic demonstrating a property of an average. The settings have no name, no trade, no country and no year, and none of them describes how the merchants on Setu Bazaar are split.

Hold two things fixed: 2,000 merchants, and Rs 4,80,00,00,000/- reaching them. Both are published. Now take the top two hundred names, one tenth of the count, and put a stated portion of the flow into that tenth. At an even split, the top two hundred carry 10.00 per cent of the flow, exactly their share of the heads, and every merchant on the marketplace averages Rs 24,00,000/- and 0.050 per cent. Nothing is happening yet, and a setting at which nothing happens is the right place to start.

Move the portion in that top tenth to 40.00 per cent. Each of the two hundred now carries Rs 96,00,000/- of goods and 0.200 per cent of the flow. Each of the other 1,800 carries Rs 16,00,000/- and 0.033 per cent. Move it to 60.00 per cent and the readings are Rs 1,44,00,000/- and 0.300 per cent against Rs 10,66,666.67/- and 0.022 per cent. The tallest merchant on screen has grown sixfold and the smallest has shrunk to under half.

Here is what did not happen at any of those settings. The total being divided never moved and the count dividing it never moved either, so the average across all 2,000 stayed at Rs 24,00,000/- and 0.05 per cent, to the last decimal. The average is fixed and the arrangement behind it is entirely free, and nothing published anywhere rules any of those settings in or out. The silence is not a weakness in this particular average. The silence is what a weighted averageA single figure got by dividing a total by the count of things that made it. Larger items pull it further than smaller ones. A weighted average reports the total and the count, and it reports nothing about how the total was shared out. is: a report on a total and a count, and a silence about everything in between.

The one arrangement in which every merchant equals the published average 2,000 merchants drawn as 100 columns, twenty merchants to a column. THE PUBLISHED AVERAGE, Rs 24,00,000/- OF GOODS A MERCHANT THIS IS THE ONLY SETTING AT WHICH A MERCHANT AND THE AVERAGE ARE ONE NUMBER Nothing published anywhere says the flow divides this way, and the drawing is not a claim that it does.
An even split is the one arrangement in which every merchant equals the published average of Rs 24,00,000/-, and nothing published anywhere says the flow across Setu Bazaar's 2,000 merchants divides that way.
The average refuses to move while everything underneath it moves a great deal Two scales, one per plot, because the two ranges differ sixfold. Each scale is printed on its own axis. ONE OF THE TOP 200, SCALE 0 TO 0.32 0.320 0.050 0 10 20 30 40 50 60 Share of the flow held by the top 200, per cent 0.300 ONE OF THE OTHER 1,800, SCALE 0 TO 0.06 0.060 0.050 0 10 20 30 40 50 60 Share of the flow held by the top 200, per cent 0.022 THE DASHED LINE AT 0.05 PER CENT IS THE PUBLISHED AVERAGE, AND IT NEVER MOVES
Across six settings the top two hundred names run from 0.050 to 0.300 per cent while each of the other 1,800 falls from 0.050 to 0.022 per cent, and the published average holds at 0.05 per cent in both plots at every setting.
Try it out

The panel below holds the 2,000 merchants and the Rs 4,80,00,00,000/- fixed and moves the portion of the flow held by the top two hundred names. Before it is touched, what happens to the published average of Rs 24,00,000/-?

Play with it

Move the split behind a published average and watch the average stand still

One control, and it sets the portion of the flow carried by the top two hundred merchants, being one tenth of the names. Everything else is held where the published figures put it and the panel says so on screen: 2,000 merchants, Rs 4,80,00,00,000/- reaching them, an average of Rs 24,00,000/- of goods a merchant, and an average share of 0.05 per cent. The opening setting is an even split, chosen because it is the only setting at which a merchant and the average are the same number, and not because it is the likely one.

10.00 per cent carried by the top 200

What one merchant carries, on a fixed scale drawn once 0 Rs 75,00,000/- Rs 1,50,00,000/- THE PUBLISHED AVERAGE, Rs 24,00,000/-, DRAWN ONCE ONE OF THE TOP 200 Rs 24,00,000/- 0.050 per cent of the flow ONE OF THE OTHER 1,800 Rs 24,00,000/- 0.050 per cent of the flow At this setting both bars sit exactly on the dashed line, which is what an even split means. The heads never move. The money does. 2,000 merchants as 100 ticks. The first ten ticks are the top 200 names. first 10 ticks: the top 200 the other 1,800 The Rs 4,80,00,00,000/- reaching sellers, cut where the control sets it. Left segment 10.00 per cent, right segment 90.00 per cent.

At this setting the top 200 merchants, being one tenth of the 2,000, carry 10.00 per cent of the Rs 4,80,00,00,000/- that reaches sellers, so one of them carries Rs 24,00,000/- of goods and 0.050 per cent of that flow, while one of the other 1,800 carries Rs 24,00,000/- and 0.050 per cent. The average across all 2,000 is still Rs 24,00,000/- and still 0.05 per cent, exactly as published, and nothing published anywhere rules this setting in or out.

Educational illustration. The count of 2,000 merchants and the Rs 4,80,00,00,000/- reaching them are published and are held at every setting. The average of Rs 24,00,000/- a merchant and the average share of 0.05 per cent hold at every setting. Which name carries how much of that flow is published nowhere, so no setting is any more likely than another. Every figure is gross flow, meaning what left rather than what any merchant kept.

Try it out

The panel moves across all six settings and the average never budges. What have those six settings established about the merchants on Setu Bazaar?

Investment Banking Analyst Bootcamp — Fin Maverick

A share of what, exactly?

Everything so far has been about the number on top of the line. The trouble does not stop when the numerator arrives, and the number underneath the line carries a trouble of its own.

Suppose the difficulty vanished. Suppose one merchant's own selling on Setu Bazaar were published to the rupee, so the top of the ratio was solid, checkable and beyond argument. Dividing it by Rs 4,80,00,00,000/- yields a share of what reaches one marketplace's sellers. A share of one marketplace's flow is a real quantity, correctly computed, and it answers a question nobody asked. A merchant selling on Setu Bazaar also sells elsewhere, or could, and nothing anywhere says how much. The shop may have a street frontage, may supply two other marketplaces, or may sell nothing anywhere else at all. Not one of those three is published, in either direction, for any of the 2,000 names.

So the thing underneath the line is one route to buyers rather than the merchant's market, and the answer is a share of one channel. Note what has gone wrong and where. The numerator was assumed perfect. The division is arithmetic. The trouble is that the only figure within reach was the wrong one, and it was within reach precisely because a marketplace publishes its own year while a market does not publish anything at all.

Then a second difficulty arrives on top of the first, and this one has nothing to do with channels. The same marketplace in the same year carries three published totals, all correct, and each of them is drawn on a stated convention. Rs 4,80,00,00,000/- reaches sellers. Rs 5,00,00,00,000/- is the sum the buyers actually handed over, the marketplace's gross merchandise valueEverything bought across a marketplace over a stretch of time, added up at what the buyers handed over. Gross merchandise value sizes the traffic and says nothing whatever about the toll.. Drawn the other way round, with each seller's whole sale entered as that seller's own revenue, the chain adds to Rs 5,20,00,00,000/-. Take one merchant's Rs 24,00,000/- against each of the three in turn. Against what reaches sellers it is 0.050 per cent. Against what buyers paid it is 0.048 per cent. Against the chain drawn the other way it is 0.046 per cent, that last one rounded from a shade under 0.0462. Three correct answers, three stated conventions, one merchant, one year, and not one of the three is a market share.

One inherited ruling closes the block. A rival is defined by what it sells; a substituteSomething that removes the need for the order rather than competing for it. A substitute is defined by what the buyer was trying to achieve, so it reaches the same buyer from a completely different place. is defined by what the buyer was trying to achieve, and two circles drawn around the same buyer leave the second always the larger of the two. The larger circle is the whole of why any wider figure underneath this line would be larger still, and the whole of why nobody has one.

One merchant's selling, in three parts, and only one of them has a number ON THIS MARKETPLACE Known to the merchant, to the rupee MEASURABLE SOLD SOMEWHERE ELSE A street frontage, another marketplace, a school order NO FIGURE PUBLISHED RECORDED BY NOBODY Selling that leaves no trail anyone gathers, at any size NO FIGURE PUBLISHED The division within reach covers this part alone DIVIDING BY ONE MARKETPLACE GIVES A SHARE OF ONE CHANNEL The two outlined parts have no published size, and nothing anywhere says they are small. Any market containing this route is wider than this route, so any true figure underneath is larger.
A merchant selling on Setu Bazaar also sells elsewhere, or could, and nothing anywhere says how much, so the figure within reach underneath the line is one route to buyers rather than a market.
One merchant figure over four possible totals, three of them published THE SAME NUMERATOR EVERY TIME: Rs 24,00,000/- OF GOODS, ONE MERCHANT, ONE YEAR REACHES SELLERS Rs 4,80,00,00,000/- 0.050 per cent WHAT BUYERS PAID Rs 5,00,00,00,000/- 0.048 per cent THE CHAIN, OTHER WAY Rs 5,20,00,00,000/- 0.046 per cent, rounded A MARKET, ANY MARKET nothing published no figure and none offered here THREE CORRECT ANSWERS, AND NOT ONE OF THEM IS A MARKET SHARE The three totals differ by where somebody drew the line, and every one of them says which convention it used.
The same Rs 24,00,000/- over the three published totals for one marketplace in one year gives 0.050, 0.048 and 0.046 per cent, and the fourth total a market share would actually need is published nowhere.
Try it out

A merchant divides its own selling on one marketplace by the Rs 4,80,00,00,000/- that reaches that marketplace's sellers. What has it computed?

Private Equity Analyst Bootcamp — Fin Maverick

What is every share in these notes a share of?

The claim is countable, so here it is with the count. Thirteen shares are published across every business, every chain and every household in these notes. Thirteen shares, thirteen figures sitting underneath the line, and each of those figures is named rather than assumed. Read the last column of the register below and the argument makes itself.

The share, as publishedWhat sits underneath itIs that a market?
30.00 per cent, the Sunrise groupAnjani Stationers' own revenue for the yearNo
2.00 per cent each, thirty five accountsThe same own revenueNo
46.0 down to 4.0, six spend sharesAnjani Stationers' own outside paymentsNo
22.0 down to 9.0, six spend sharesSetu Bazaar's own outside paymentsNo
4.00 per cent, the take rateWhat a marketplace keeps out of everything crossing it, written as a share of that crossing value. Two figures make it, and both belong to the marketplace itself.Setu Bazaar's own flow of goodsNo
40.00 per cent, the heavy buyer bandSetu Bazaar's own revenue, and never its flowNo
0.05 per cent, an average merchantWhat reaches Setu Bazaar's sellersNo
48.78, 21.95 and 29.27 per centOne chain's billing on a stated conventionNo
35.68, 44.86 and 19.46 per centThe same chain's profit poolEverything kept across every stage of one chain in one period, added up. It is a photograph of a period rather than a forecast, and it is settled elsewhere in these notes.No
111.63 and minus 11.63 per centA two stage pool, one stage of it negativeNo
50.00, 30.00, 10.00 and 10.00 per centOne household's billing on one weddingNo
25.00, 45.00, 20.00 and 10.00 per centWhat was kept out of that same weddingNo
62.50 per cent, utilisationAnjani Stationers' own rated capacityThe output an arrangement is built to produce over a period, stated in units of the thing rather than in money. Running below it leaves ability standing idle. in registersNo
Thirteen published sharesThirteen named figures underneathNone

Thirteen published shares, thirteen named figures underneath them, and not one of those figures is a market. And the split inside the thirteen turns the observation into a pattern rather than an accident. Sort them by one test: is the figure underneath something a single named business publishes about itself? Eight of the thirteen answer yes, being the two customer shares, the two sets of spend shares, the take rate, the heavy buyer band, the flow reaching sellers, and the utilisation figure. The remaining five all span several parties at once: a chain drawn on a convention, that chain's pool, a two stage pool, and the two readings of one household's wedding.

Then the sentence that turns the register into a finding. Every one of these thirteen has a figure underneath it that somebody actually holds and can produce on request. Not one of them is a market, and that is precisely why every one of them is knowable. A business holds its own revenue. A household holds its own bills. A chain drawn on a stated convention holds every invoice inside the convention. Nobody holds a market, so nobody can produce one. The thirteen shares in this register are therefore the thirteen that could be written down at all.

One figure in that register appears twice in these notes with two different divisions behind it. The 62.50 per cent above is 2,50,000 registers made against 4,00,000 of rated capacity. The division there is Anjani Stationers dividing its own output by its own ability. The very same 62.50 per cent appears in the Setu Bazaar material quoted throughout, where it is Setu Bazaar's standing base measured against Setu Bazaar's own revenue. Two businesses, two divisions, one number, and reading either as confirmation of the other would be reading a coincidence as evidence. Which division produced a figure is what matters, never which figure it is.

Thirteen published shares, and the last column read thirteen times EACH ROW: IS THE FIGURE UNDERNEATH THIS SHARE A MARKET? 1 Sunrise group, of one business's own revenueno 2 Thirty five accounts, of the same own revenueno 3 Six spend shares, of one business's own outside paymentsno 4 Six spend shares, of the other business's own outside paymentsno 5 The take rate, of one marketplace's own flowno 6 The heavy buyer band, of that marketplace's own revenueno 7 An average merchant, of what reaches that marketplace's sellersno 8 Three chain revenue shares, of a chain on a stated conventionno 9 Three chain pool shares, of that same chain's poolno 10 Two pool shares, of a two stage poolno 11 Four billing shares, of one household's spend on one weddingno 12 Four keeping shares, of what was kept out of that weddingno 13 Utilisation, of one business's own rated capacityno 8 OF 13: ONE NAMED BUSINESS'S OWN FIGURE 5 OF 13: SPANNING SEVERAL PARTIES EACH OF THE THIRTEEN IS KNOWABLE PRECISELY BECAUSE IT IS NOT A MARKET.
Every one of the thirteen published shares in these notes has a named figure underneath it, eight of them belonging to a single business and five spanning several parties, and not one of the thirteen sits on a market.
Try it out

Thirteen shares are published across these notes. How many of the figures underneath them are a market?

Bond Pricing and Yield Mechanics — free micro-course from Fin Maverick

So what is a share worth once the field is crowded?

Answer that by asking what a share is normally sent to do. A share is sent to do three jobs. The three do not fail in the same way, and one of them is repairable, so lumping them together and dismissing all three at once would be lazy.

The first job is to say whether a seller is big. Saying whether a seller is big needs a figure underneath the line drawn around a field, and drawing that line is a decision rather than a measurement. Two careful people can draw it in two places, both honestly, and get two different answers. In a crowded field there are more places to draw it and fewer people who agree, so the job fails before any counting begins.

The second job is to say whether that seller is getting bigger. Saying whether a seller is getting bigger needs the same figure underneath twice, on two dates, drawn the same way both times by whoever drew it. A convention nobody agreed on once cannot be held still across two years by two different sets of hands, and a share that moves because the line moved looks exactly like a share that moves because the seller did. The moving line is the worse of the two failures, and it is the one that reaches print most often.

The third job is to say how much room is left. Saying how much room is left does not need the total at all. A total with nothing known about its shape is only a number, and shape is what decides whether any of it can be reached, so the third job needs the shape of the field. Two thousand small merchants and four large ones plus one thousand nine hundred and ninety six small ones can add to the very same total and offer completely different room. The three jobs fail in three different places, and only the third one fails for a reason that gathering more information could actually end. Shape is a counting job. Somebody could go out and count who sold what. The first two fail on a decision about where a line goes, and no survey, however large, settles that.

Say the professional consequence plainly, in one sentence. A share figure in a crowded field is expensive to get, unstable between two dates, and answers the smallest of the three questions it was sent to answer.

Three jobs a share is sent to do, and three different places they fail THE JOB WHAT IT NEEDS WHERE IT FAILS Is the seller big? A line drawn round a field Before any counting starts Two careful people draw the line in two places and both are right. Is the seller getting bigger? That same line, held still, twice Between the two dates A share that moved because the line moved looks like one that moved because the seller did. How much room is left? The shape of the field, not its total On information nobody gathered The only one of the three that counting could end, because shape is a counting job. A DECISION CANNOT BE SETTLED BY A LARGER SURVEY. MISSING INFORMATION CAN.
Saying whether a seller is big needs a line somebody has to choose, saying whether that seller is getting bigger needs that same line held still twice, and only saying how much room is left fails on information that counting could supply.
Try it out

Three jobs a share is normally sent to do, and a crowded field defeats all three. Which one fails for a reason that gathering more information could actually end?

The failure: the share that got written because the total was the one thing within reach

A merchant selling on Setu Bazaar is asked for its market share. The question is on a form, it is going into a lender's file, and the box is about four centimetres wide. Nothing about the request is unreasonable and nothing about the merchant is careless.

Watch what happens next. Every step of it is defensible. The merchant's own records exist for exactly this, so the merchant knows its own selling on the marketplace exactly, to the rupee. The merchant goes looking for a total to divide by and finds exactly one in existence: the marketplace publishes that its sellers between them received Rs 4,80,00,00,000/- across the year. So it divides, writes the answer in the box, and moves on. The error is not in the numerator and it is not in the division, both of which anybody could check and both of which would survive checking. A share of one route to buyers has been written into a box labelled market share, and those two are not one quantity wearing a single unit.

Now the cost. The cost lands on one identifiable person rather than dissolving into a general loss of accuracy. The lender reads a market share and sizes a facility against a field. The figure hid the one thing the lender most needed, and it hid it by being computed: the reason a total was within reach at all is that this merchant sells through one route, and depending on one route is exactly the exposure a lender is looking for. A merchant selling across four marketplaces could not have filled the box in and would have looked worse for the blank. So the form rewards the concentrated merchant with a clean number and penalises the diversified one with an empty space.

The part worth sitting with is this. The figure was not a guess, and that is what made it dangerous. A blank box invites a question. A box carrying a small percentage, arrived at honestly from the only published total in existence, invites nothing at all. The fix is not a better estimate and it is not a wider search. Write the figure underneath into the box beside the answer, and where that figure is one route to buyers, the honest answer to the question as asked is that it is not known.

The form, the box, and the arithmetic that was correct all the way down LENDER'S FILE, SECTION 4 Applicant's market share filled in, cleanly Own selling, over what reached the sellers. EVERY STEP CHECKS OUT Numerator: the merchant's own records Total underneath: Rs 4,80,00,00,000/-, published Division: one step, nothing rounded And the answer is a share of one route What the merchant actually sells, in three parts: across this marketplace sold somewhere else recorded by nobody at all THE BOX POINTS AT THE SHADED PART, AND NEVER ASKS ABOUT THE OTHER TWO A merchant selling four ways could not have filled it in, and would look worse for the blank.
The total underneath was within reach because this merchant sells through one route to buyers, so the figure that filled the box hid the very concentration it had been computed from.
A share does three jobs, and a crowded field breaks two. See which survives. Cleaning Financial Data — free micro-course from Fin Maverick

What is written instead of a share that cannot be got?

Three lines, and the order is the teaching rather than a convenience. One, the count, said plainly as a count: 2,000 merchants, gathered by asking rather than read off anything. Two, the average, with its label attached inside the same sentence rather than parked in a footnote: Rs 24,00,000/- of goods a merchant, gross flow, describes a place in that field and no merchant in it. Three, the named absence: the split across the 2,000 names is published nowhere, so no merchant's share is known and none is offered here.

A count, a labelled average and a named absence is a finding, and the same three lines with a plausible share in place of the third is a fabrication nobody will ever check. That is not an exaggeration for effect. There is no register anywhere against which the invented third line could be tested, and a line nobody can test is exactly the line that survives.

One of the three always gets deleted, and it is always the same one. The third. The third line is the only one that reads like an admission, and a document being cut for length loses its admissions first. The third line is also the only one of the three that tells the next reader what to go and find, so cutting it removes both the honesty and the instruction in a single stroke. The line should stay. When a reviewer asks for it to be softened, the softening is the fabrication arriving politely.

The three lines that replace a share, in the order they have to be written ONE. THE COUNT 2,000 merchants, gathered by asking rather than read off anything. TWO. THE AVERAGE, CARRYING ITS LABEL IN THE SAME SENTENCE Rs 24,00,000/- of goods a merchant, gross flow, describing a place and no merchant in it. THREE. THE NAMED ABSENCE, AND THIS IS THE LINE THAT GETS DELETED The split across the 2,000 names is published nowhere, so no merchant's share is known. IT READS LIKE AN ADMISSION, WHICH IS WHY IT GOES. It is also the only one of the three telling the next reader what to go and find.
A count, an average carrying its label and a named absence is a finding, and the third line is both the one most often deleted and the only one that tells the next reader what to go and find.
Try it out

A share for a crowded field cannot be got. Which three lines take its place, and which one gets deleted first?

Cleaning Financial Data teaches you to find the errors that survive every check and break every model.

How does anybody handed a share figure actually use this?

Four questions to ask of any share figure, in order

The routine runs the same way for a reader of a research note, an analyst sitting across from somebody raising money, or anyone filling in a form. The routine takes under a minute and it separates two quantities that no amount of staring at a percentage will separate.

One. What is the figure underneath, named as a quantity rather than as a word? Not the field, not the sector, not the space: the quantity, with a unit and a period attached. Ask it and a share of one route to buyers can no longer pass itself off as a share of a market. The question sounds pedantic in a meeting, so it never gets asked.

Two. Who measured that figure, and when? A figure underneath that nobody measured is a decision about where a line goes, wearing a number. If the answer is that it came from the same party as the number on top, the figure is one party's arithmetic on one party's records.

Three. Is this an average or a share? One question, ten seconds, and it separates two quantities that share a unit and look identical printed. Ask which name the figure belongs to. If there is no name, it is an average.

Four. What would make it wrong? A share whose owner cannot name a single thing that would change it has not been thought about, and a share whose owner names three is being handled by somebody worth working with.

A share figure with the first question unanswered is a number on top that has been given a percentage sign. Notice that the first two questions alone would have separated the three readings in the block above, 0.050, 0.048 and 0.046 per cent, without anybody recounting a single transaction. Separating those three readings is the whole return on asking them.

Which part of this is settled somewhere other than here?

Almost none of it. The mechanism described here is not a rule anybody set. A ratio needs a figure underneath it in every market on earth, and nowhere does anybody keep a record of everybody else. Two of the conventions used do come from a particular place, and neither of them is a number.

India

What the figures take from one place, and what they do not

What is set hereThe value usedWhere it comes from
The currency, and the lakh and crore grouping every figure above is written inUsed throughoutIndia, as a convention of writing rather than a rule about measuring
The legal form written after the name of the invented register makerUsed onceIndia, and it identifies nothing real
Any threshold, rate or period governing what a share figure must discloseNot stated hereNot settled here, and no figure of that kind appears above

A reviewer who asks for a real Indian market share figure to make the example concrete is asking for exactly the artefact a crowded field cannot supply. The right answer to that request is the third line of the three above.

The subject here is narrow: what sits beneath a share once the field above it is crowded, and how an average differs from a share. Everything else belongs elsewhere, and each subject is named so it can be found. Counting the sellers in a field, telling a count apart from a split, and watching a field grow less crowded over the years: Consolidation and Fragmentation: How an Industry Concentrates. Working out a concentration figure, and the scale such a figure is written on: Concentration Risk: How Exposure Clusters and How It Is Measured. Shifting a boundary and watching that figure shift with it: Herfindahl-Hirschman Index: Which Market Are You Measuring? The named frame that sets out the pressures acting on a field: How to Apply Porter's Five Forces to an Industry. How large a field is, and where its edge ought to sit, from the total addressable market (TAM) through the serviceable addressable market (SAM) to the serviceable obtainable market (SOM): Market Size: TAM, SAM, SOM and How to Estimate Honestly. Where a printed share figure came from before somebody printed it: Market Share: Where the Figure Actually Comes From. Reading a share that has moved between two dates: How to Interpret Market Share Changes: Reading a Ratio. What an average keeps hidden about the people underneath it: Average Revenue Per User: What It Reveals and What It Hides.

Where the one figure that is not arithmetic would be checked

SourceWhat it isSite
Ministry of Statistics and Programme ImplementationThe official statistical series the ministry maintains for India. A national statistic counts a country; it does not count a trade with a line drawn round it, so it cannot supply the share figure a crowded field calls for. mospi.gov.in
The arithmetic worked aboveThe count of merchants, both flow totals, the average of Rs 24,00,000/- and every percentage printed above, all worked inside an invented marketplace.finmaverick.com

Setu Bazaar, Anjani Stationers Private Limited and the Sunrise group are invented.
Educational material. Not advice on any investment, tax, budget or market position.

← PreviousNext →
Fin Maverick Micro CoursesExplore Micro Courses
Fin Maverick BootcampsExplore Bootcamps
Fin Maverick

Finance education that ends in a job, not a certificate that gathers dust. Built for young India.

LEARN
CalculatorsFrameworksComparisonsCareersShowdown
RESOURCES
All CoursesMicro CoursesBootcampsInternships
COMPANY
AboutJob openingPartnership
LEGAL
Privacy PolicyTerms & ConditionsContent LicenseReturn & Refund Policy
© 2026 FIN MAVERICK / BUILT FOR INDIA.DO FINANCE, DO NOT JUST READ ABOUT IT.