The exercise took forty minutes and it was the worst forty minutes of that month. Write down ten companies that will buy this. Real ones, with names. Next to each one, write the job title of the person who signs, and how you get in front of them this week.
We managed four. Two of those were companies where somebody in the room knew somebody, which is a route to a meeting rather than a route to a market. The other six lines stayed empty for two days while we quietly moved on to more comfortable work.
Ten names on a whiteboard is a brutally efficient diagnostic. If you cannot fill it in, you do not have a segment. You have an adjective.
A market is not a segment
Small and medium businesses is not a segment. It is roughly thirty million companies in the United States alone, sharing nothing except a headcount band. Financial services is not a segment. Operations teams is not a segment.
A segment is a group where you can do three things. Name ten members without research. Describe how a purchase actually happens inside them, including who objects. Reach all ten within a week using channels you already have.
Everything failing those three tests is a category, and categories are useful for describing a business after it works. They are useless for finding the first customers, because you cannot send an email to a category.
The reason this matters more than it used to is that the cost of building the second product has collapsed while the cost of earning the second customer has not. A small team can now ship a startling amount of software. What it cannot do is be credible to eleven different kinds of buyer at once, and credibility is now the scarce input.
The wedge test
A wedge is narrow enough that you are not a choice, you are the obvious choice. If a buyer has to compare you against three alternatives on a feature grid, the wedge is too wide.
There are three dimensions to narrow along, and most teams only use the first two.
Who. Role, industry, size, and increasingly the regulatory regime they operate under. A company that must keep data inside a particular jurisdiction is a different buyer from one that does not, regardless of what they do.
What job. Not what department. A specific recurring task with a name the buyer already uses. If you have to teach them the name of the job before you can sell them the solution, you have added a step you will pay for in every conversation for two years.
What trigger. This is the underused one. What event causes somebody to look for this today rather than in eighteen months? A new regulation with a compliance date. An audit finding. A person leaving. A volume threshold crossed. A system being retired.
Products sold without a trigger are sold on the buyer’s timeline, which is indefinite. Products sold into a trigger are sold on the trigger’s timeline, which has a date on it. When founders describe a long sales cycle, the diagnosis is usually not the cycle. It is the absence of a trigger.
Design partners, and the pilots that go nowhere
The first handful of customers are not customers in the ordinary sense. They are design partners, and the relationship needs to be structured or it decays into unpaid consulting.
A design partner gives you access to real workflows, real data conditions, and honest feedback from people doing the actual job. In exchange they get influence over what gets built and a price that will not be repeated. What they should not get is the product for free, and this is the point most founders concede too easily.
Free is not a discount, it is a different product. A free pilot is evaluated by whoever has spare time. A paid pilot, even at an almost symbolic amount, requires somebody to sign something, which requires somebody to care whether it works. The signature is the signal, not the money.
This matters because the graveyard is well documented. Research through 2025 and into 2026 has repeatedly found that only a small fraction of enterprise AI projects, on some measures around one in twenty, ever reach production. The pilots do not fail because the technology disappoints. They stall because nobody owned the transition from interesting to operational, and no budget line existed for the second year.
So structure the thing. Three components, written down: what you will deliver and by when, what they will provide including data access and the hours of the person who knows the workflow, and a date on which it either becomes a real contract or ends. Pilots without an end date do not end. They fade, and you find out four months later from somebody’s out of office reply.
Why narrow wins in AI specifically
Focus has always been good advice. In this category it is closer to a structural requirement, for three reasons.
Evaluation is domain specific. You cannot build a meaningful test set for everyone. You can build one for invoice exceptions in a particular industry, and that test set is what lets you ship changes without breaking customers. A wide product cannot be evaluated, which means it cannot be improved with confidence, which means it degrades.
Data only compounds under repetition. The asset described in Lesson 5, the record of what was accepted, corrected and eventually proved right, only becomes valuable when the same shaped task recurs thousands of times. Spread across eleven use cases it is a pile of unrelated logs.
And accountability requires competence. If part of what you sell is standing behind the output, you have to understand the domain well enough to know when the output is wrong. That is not a claim you can make across four industries with a team of six.
Three ways this goes wrong
You widen after the first rejection. A prospect says no, and the instinct is to conclude the segment is wrong rather than the pitch. Widening feels like progress and is usually retreat. Ten rejections in one segment is data. One rejection in each of ten segments is noise.
You pick the segment you can reach instead of the one that has the problem. Access is a real advantage and it is not a substitute for need. Selling into your former industry because you have the contacts, when that industry does not actually have the problem acutely, produces a year of very friendly meetings.
You let the first large logo redefine the product. A big name arrives with requirements attached. Some of those requirements are the market speaking. Most are that company speaking. Distinguishing between the two is the single hardest judgment of the first year, and the test is whether the other nine names on the whiteboard would want the same thing.
You cannot be chosen by a market, only by a customer, so pick customers you can name.
Tomorrow: the first model provider invoice, and the line item that decides your business model.