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Reading market analysis closely: build the estimate up from a countable unit, define segments by behavior

Market analysis that survives questioning: build the estimate up from a countable unit, define segments by behavior, and describe competitors as an operator.

Of all the sections in a business plan, this is the one most often filled with numbers nobody checked. It is also the one a careful reader tests first, because it is the easiest place to catch a plan that was assembled rather than worked out.

A market analysis has to answer three questions and stop. Is there enough demand? Can you actually reach it? Who else is already serving it, and what happens when you show up?

What to take away

  • The standard failure is a big number and a small percentage.
  • You do not need paid research to write this section.
  • A feature comparison table with your column ticked all the way down is not competitor analysis.
  • The section is not finished when the research is finished.

Start from the bottom, never the top

The standard failure is a big number and a small percentage. Take an industry figure, claim a fraction of it, and call the result a forecast. Every reader has seen this a hundred times, and it survives no follow-up question, because the percentage was chosen to produce a pleasant answer.

Countable units by business type

Business type

Local service
Households or businesses
Retail storefront
Foot or vehicle traffic
Seat-based hospitality
Seats and turns
Trades and contracting
Jobs per crew per week
Business-to-business
Named qualifying accounts
Subscription
Reachable tested audience

Countable unit

Local service
Retail storefront
Seat-based hospitality
Trades and contracting
Business-to-business
Subscription

Top-down vs bottom-up estimate

Top-down

Starting point
Industry figure
Method
Claim a fraction
Defensibility
Fails follow-up
Inputs
Chosen percentage

Bottom-up

Starting point
Countable unit
Method
Multiply up
Defensibility
Defensible
Inputs
Observable counts

A bottom-up estimate starts with a unit you can count and multiplies up. It is smaller, uglier, and defensible.

Business typeCountable unitBuild the estimate from
Local serviceHouseholds or businesses in your service radiusHow many need the service in a year, how many you can serve per week
Retail with a storefrontFoot or vehicle traffic past the siteTraffic, a capture rate you can observe elsewhere, average basket
Seat-based hospitalitySeats and turnsSeats, turns per service, services per week, average spend
Trades and contractingJobs per crew per weekCrews, weeks worked, close rate on quotes
Business-to-businessNamed accounts that fit your criteriaCount of qualifying firms, how many you can contact, how many buy
SubscriptionReachable audience in a channel you have testedReach, signup rate, retention over the period

Notice what these have in common. Every input is something you can observe, count, or test cheaply. When a reviewer asks where a number came from, you point at the count, not at a report.

The gap between what exists and what you can serve matters more than the total. A market can be enormous and still be unreachable with two vans and no sales staff. Say what your capacity permits, then say what the demand permits, and use the smaller one.

Where the inputs come from

You do not need paid research to write this section. You need to know which public record holds each input and to note where you got it.

Public sources for market inputs

  • Census business dataCounty Business Patterns
  • BLS wage and occupation data by metro
  • City or state licensed operator counts
  • Trade association operating surveys
  • Your own twenty customer conversations
  • Counts of businesses and employment by industry and geography come from the Census Bureau's business data products, including County Business Patterns and the Business Builder tool.
  • Wage and occupation data, which you need for staffing costs as much as for market work, comes from the federal survey of employment and wages, published by occupation and metropolitan area.
  • Local counts of licensed operators are often held by the city or state agency that issues the license, and are frequently searchable.
  • Trade associations publish operating surveys for their members. Read the methodology before quoting anything; membership samples are not the whole industry.
  • Your own primary research is the strongest input available to a small business and the cheapest. Twenty conversations with the people you intend to sell to will beat any purchased report.

Cite each source in the text with the name, the geography, and the period covered. Not because a plan needs footnotes, but because you will need to update this section in a year and you will not remember.

Segments have to be defined by behavior

"Small businesses" is not a segment. "Firms with five to twenty employees that already outsource payroll" is one, because it names a behavior that predicts whether they will buy. The segment you name here has to be the customer type in the company description.

What each segment must answer

  • Who they are
  • What they do now instead
  • What it costs them
  • What would make them switch
  • How you would reach them

For each segment you intend to serve, write down: who they are, what they do now instead of buying from you, what it costs them, what would make them switch, and how you would reach them. If the last two are blank, the segment is a hope.

Then rank them. A plan that serves three segments equally usually serves none, and the ranking tells the reader which one your first year of sales effort is actually aimed at. That ranking must match the channels in the sales and marketing plan.

Demand evidence, not demand assertion

There is a large difference between "the market is growing" and evidence that particular people will pay you.

Weakest to strongest, evidence available to a new business: industry growth claim, survey of stated intent, competitor behavior like expansion or waiting lists.

Then your interested-party pipeline, signed letters of intent, deposits taken, and revenue already earned.

Use the strongest evidence you have and label it accurately. Stated intent is not a deposit. A waiting list you saw at a competitor is a real observation worth reporting as one.

If you only have the weakest tier, say so; a plan that admits it is testing an assumption is more credible than one dressing the assumption as a finding.

Competitors, described the way they operate

A feature comparison table with your column ticked all the way down is not competitor analysis. It is a sales sheet, and it makes a reader assume you have not visited any of them.

What to observe about competitors

  • What they charge
  • What they refuse to do
  • How long they make people wait
  • How they get customers
  • Where their reviews complain
  • How they respond when you take business

Write about competitors as an operator would. For the three or four that actually take your customers, note what they charge, what they refuse to do, and how long they make people wait.

Then how they get customers, what they seem to be good at, and where their reviews complain. Most of this is observable in an afternoon.

Then answer the harder question: what do they do when you take business from them? A competitor with spare capacity and a lower cost base can match your price for longer than you can survive it. A plan that never considers the response is a plan that assumes the market is asleep.

Include the substitute nobody lists as a competitor: doing nothing, doing it in-house, or asking a relative. For many small businesses that is the real alternative, and it is usually free.

Structural forces worth a paragraph each

Not every plan needs a formal framework, but these four questions change the shape of a business and belong in the section.

Four structural forces to cover

  • Barriers to entrywhat stopped others
  • Supplier powerwho can raise your costs
  • Buyer concentrationcredit risk to name
  • Regulation and licensingname agency and license

Barriers to entry. What stopped someone else from doing this? If the answer is nothing, say so and explain what protects you after the first year: relationships, a lease, a license, an installed base, a route density.

Supplier power. If one supplier can raise your input cost or drop you, the market analysis and the operations plan have the same risk in them.

Buyer concentration. If a handful of customers would be most of your revenue, that is a credit risk a lender will price, and it should be named here rather than discovered in the projections.

Regulation and licensing. Say which authority regulates the activity and what permission you need. Which permits apply turns on the activity and the place. Do not summarize the rules from memory. Name the agency and the license, note the status of your application, and let the reader look up the current requirements themselves.

Turning analysis into the number in the forecast

The section is not finished when the research is finished. It is finished when it produces the inputs the projections need. Close it with a short paragraph that carries the work forward.

From analysis to forecast number

  1. State served market argued for
  2. State first-period share expected
  3. Give reason: capacity or channel
  4. Match revenue build in projections

State the served market you argued for, the share of it you expect to reach in the first period, and the reason. The reason must be capacity or channel, not ambition.

You can install so many units a week, or your one salesperson can hold so many conversations a month.

That number is where the revenue build in the financial projections starts, and the two must be the same number.

If they are not the same number, one of the two sections is decoration, which is the consistency test the fundamentals guide describes.

How a reviewer tests this section

Expect three moves, and prepare for them.

Three reviewer tests

Where did this number come from?

Yes

source, date, method holds

No

a settled range does not

They pick one number and ask where it came from. If the answer is a source, a date and a method, the section holds. If the answer is a range you settled on, it does not.

They ask what happens if the number is half. If the plan survives at half, say so and show it. If it does not, that is worth knowing before you sign a lease.

They ask who you talked to. A named count of real conversations is the single most persuasive sentence available to a business that has not opened yet, and it costs nothing but the conversations. It belongs on the summary page as well.

Common questions

How long should this section be?

Long enough to show the method and the sources, short enough that a reader reaches the conclusion. Two to four pages is typical, and the appendix takes the tables.

Is a purchased industry report worth it?

Rarely for a small local business, sometimes for one selling into a regulated or technical industry. Check first whether the number you want is in a public dataset, and check what the report's methodology actually covers before paying for it.

What if the market is shrinking?

Say it, and explain why you are entering anyway. Consolidating markets can be good places for a well-run operator. A plan that describes a declining market accurately and argues the case is far stronger than one that quotes a growth figure the reader knows is wrong.

How often should this be redone?

When a competitor opens or closes, when your license conditions change, when the geography changes, or once a year. Date the section so the next reader knows how stale it is.

In this guide

  1. Market analysis tools fail the moment data stops being traceableMarket analysis software: traceability is the whole test, modeled is not measured, and how to find a data product's blind spot before you rely on it.
  2. Market analysis trends 2027: sourcing claims in a census yearMarket analysis trends 2027: name the series, period and geography, use Census Bureau and BLS data, watch cycles and composition, then date the section.
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