How to break a business's audience into segments in a week

How to break a business's audience into segments in a week

A business says "our audience is women aged 25–45" and stops there, and from then on all the marketing is made for an average person who does not exist. Below is the whole mechanics of segmentation: where to get the raw material, along which axis to cut, and what exactly to deliver to the client.

A business says "our audience is women aged 25–45" and stops there, and from then on all the marketing is made for an average person who does not exist. Below is the whole mechanics of segmentation: where to get the raw material, along which axis to cut, and what exactly to deliver to the client.

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"Our audience is women 25–45" — and that is that

Ask a business owner who their client is. Nine times out of ten you will hear demographics: sex, age, city, income. Sometimes they add "active, interested in self-development".

Nothing can be done with that description. You cannot write copy from it, formulate an offer or set up advertising. Because demographics do not explain why somebody buys.

And here is the consequence a business feels but cannot explain. The advertising runs, the copy gets written, the content goes out — and there is no response. Because all of it is addressed to an average person who does not exist.

I analysed the audience for a client — Zakhar Fomin, owner of a dental clinic — and got four segments that did not differ demographically at all. In one, a pensioner and a backend developer. In another, a lawyer and the owner of a cattery. What divided them was not who they were but why they had come.

Below is how it is done, step by step. I am showing the mechanics in full: you will be able to do it yourself.

What is wrong with ordinary segmentation

The root cause: people segment by attributes rather than by intent. Sex, age, income are easy to count, so that is what people divide by. But a purchase is determined not by age but by which problem somebody is solving and what stage they are at.

Two people of the same age with the same income buy different things if one wants to understand it for themselves and the other wants to start earning from it. And they buy the same thing when the intent matches — thirty years apart.

The misconception: "we need to describe the ideal client". One portrait does not work, because an audience is not homogeneous. What you need is four or five portraits and an understanding of which is the main one.

And a systemic layer: without segmentation, everything downstream breaks. Positioning is written for somebody specific. So is a content plan. A landing page all the more so. With no foundation, every subsequent step is taken blind, and everything has to be redone at once.

Five steps

Step 1. Gather raw material, not opinions

Asking the owner "who is your audience" is pointless — they will answer with a hypothesis. What you need is evidence.

What we take: reviews and comments (that is where people write in their own words), client conversations, the questions asked most often, purchase data — who bought again and what, and a survey if the audience can be asked directly.

A survey is the strongest source and also the most underrated. The direct question "what is stopping you" produces phrasings you will later paste into your copy verbatim.

Step 2. Divide by intent, not by attributes

Read the raw material and group it by one criterion: why the person came.

The typical groups that emerge: to understand it for themselves · to solve a specific work problem · to start earning · to build a system in their own business. Your wording will be your own, but the principle is one — intent rather than profession.

The check that the split is right: if one segment contains people of different professions and ages, you have probably done it correctly. If the segments coincide with demographics, you have probably just restated statistics.

Step 3. Count the shares and find the main one

Every segment gets a share. Without figures this is not segmentation but a list of hypotheses.

The dominant segment is the one noticeably larger than the rest. In my analysis one segment came to 73.8%, the next to 14.3%. With a gap like that, the question of priority is not up for discussion.

If there is no dominant one and everything is spread across 20–25%, that is also a result, and it means a different strategy: not focus but several separate lines of communication.

Step 4. Get the barriers verbatim

The most valuable part. For each segment — what stops them buying, in the person's own words.

Not "they doubt the quality" but "I'm afraid I'll take the job and fail". Not "the price is high" but "I looked and thought it was expensive". The difference is that the first is your interpretation and the second can go into copy where a reader will recognise themselves.

If the raw material was gathered properly, those phrasings are already in it. They do not need inventing, only copying out.

Step 5. Produce a conclusion that changes decisions

Segmentation with no conclusion is a handsome document. The conclusion reads: who we work with first, who comes off the agenda, and why.

In my case one of the segments came to 2.4% — one person out of sixty-two. The decision: take it off the content plan. Not because those people are bad but because material aimed at them ate resource and brought nobody in.

Two mistakes that make segmentation useless

Segments with no shares. Five handsome portraits without figures answer nothing about who to work with first. The business ends up trying to work with everybody and working with nobody.

Barriers in paraphrase. "Clients doubt the result" is your interpretation and not a line of copy can be written from it. What is needed is the verbatim quote: it becomes the headline and the opening paragraph by itself.

And a third, less obvious point. Segmentation is not a one-off job. Repeat the same survey after a launch and the shift in distribution shows whether the content is working. It is the only honest metric you will have.

What the business ends up with

A document everything else gets built from:

That last point is what separates work from guesswork. If you have 62 replies against a subscriber base of over two thousand, that is 2.9% and a skewed sample, and the document should say so.

How to check somebody else's segmentation in three minutes

If the work was done by a contractor rather than you, here is a quick quality check.

Are there shares? No figures means no priority, which means the document affects no decision.

Do the segments differ by intent or only by demographics? "Women 25–35" and "women 35–45" are not two segments, they are one group cut in half.

Are there verbatim quotes? If the whole document is written in smooth analytical prose, the barriers in it were invented.

Does it say what sample everything was counted on? Work without a caveat on data reliability looks more confident than it is — and that is its most dangerous property.

Is there a conclusion about who we leave alone? Segmentation that excludes nobody affects nothing.

What it costs and how long it takes

An agency does work like this over weeks and charges accordingly. By the methodology I use, the research takes 3–4 days and produces four documents as artefacts.

That is the first of seven stages of a full positioning package. The whole package is 3–4 weeks and 25–35 hours of work, at around $1 900.

An honest caveat: that is the price of such a service by our methodology, not market statistics. The median for one-off work in my scrape of 848 listings is $30–75, and the two numbers must not be confused. This is a different unit of measurement: not a job but a system with stages and documents at the end.

Do it yourself or commission it

Both options are honest, so here are both.

Do it yourself. The mechanics above are the "Research" block from "Freelance 2.0": a library of 62 prompts across 11 funnel stages. Four prompts cover segmentation, awareness levels, drawing out expertise and competitor analysis. Each result feeds the next — what comes out is documents rather than advice.

The course costs $9 and is included in the Basic plan. Registration is free and opens three days of full Basic access — along with five more foundational courses, the ten-lesson sales module and chats with 140+ AI assistants across 14 categories.

Commission it. If there is nobody to do it, this is exactly the service you can buy. And now you know what it consists of and how long it should take: not a month, and not "we're working on it".

Do one thing today: open the reviews of your business or your niche and write out twenty phrasings of what stops people. Verbatim, unprocessed. That is already half the research — and it usually turns up a segment nobody had thought about.

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How this looks on a real project

What follows is the same work on a live client. Fomin Studio, "the Fomin Method": two doctors, Zakhar and Alexandra, husband and wife. The work was delivered as eleven sections, the first being audience and market research.

Why this example is here. It shows that a positioning package is not an abstraction but a service with a clear composition. And it sells to any business that has an audience and a product: a clinic, a school, an agency, a shop. The mechanics are the same; the contents change.

An analysis of that deal from the first message to the payment is included in the sales module on the Basic plan.

What there was to work with

The sources are named honestly, without inflation: 5 written patient reviews, 7 shares with tags, 1 850 posts from 10 competitor channels, 2 biographies and answers to 11 questions. The doctors' own words in the first person are the most reliable source.

Every conclusion is marked for reliability: confirmed — reviews and the doctors' words · hypothesis — to be tested with data from the bot · not invented — whatever is not in the data does not get made up.

The metric of truth is set separately: reactions and shares rather than views. Whatever lands is what gets amplified.

Four segments and one main lever

The anxious — priority one. The barrier here is fear, not price. The most shareable driver in the niche.

The aesthetically driven — the way in. A high fee, but months of maturing rather than a direct sale.

The functional, with jaw joint problems — a blue ocean. Nobody has found these people a cause. The least copyable point of difference.

Ambassadors — distribution. They tag people and bring their families. Free growth, activated separately.

The principle that changes all work with segments

A segment is a way in, not a cage.

People migrate: a functional patient says "let's straighten the teeth too" and becomes an aesthetic one; a satisfied one becomes an ambassador. The bot identifies the segment from the first few sentences and reclassifies on new signals.

And the common denominator beneath all the segments. Three notes recur in the reviews: "as if nothing had happened" — it was not frightening · "very careful and thorough" — meticulousness · "I'd travel to any clinic she works at" — attachment to the doctor.

The segment determines where the conversation starts. It does not determine what makes somebody stay.

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What to read next

[A point of difference that cannot be copied](/en/blog/positioning-that-cant-be-copied) — the next step after segmentation.

[A landing page per segment](/en/blog/landing-per-segment) — what the analysis turns into.

[AI for marketers](/en/blog/ai-for-marketer) — the same skill at the level of a single account.

[A pre-mortem before launch](/en/blog/ai-for-analyst-premortem) — what to check before building on this data.

[AI agents: what they are and what people pay](/en/blog/ai-agents-guide) — the full guide to agents, with market rates.