The market research sequence that tells you what to build before you build it

Not because they don't know their audience. Because they skipped the step that tells you what that audience is actually ready to pay for right now.

That step is not a survey. It is not an interview. It is not a poll inside your newsletter. Those tools tell you what people say they want. The sequence below tells you what they are already trying to buy.

Monday: your competitors are broadcasting their market intelligence publicly and most builders scroll past it.

Wednesday: the most useful data you have is the data nobody sent you on purpose.

Both of those are inputs. Today is the sequence that turns inputs into a confirmed product idea in under two hours.

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The standard advice is to talk to your audience. Run discovery calls. Send surveys. Build in public and ask what people want.

The problem is not the advice. The problem is what people do with what they find.

They collect information. They organise it into a document. They look at the document and feel like they understand the market. Then they build what feels right based on that feeling.

That is not pattern recognition. That is pattern collection followed by intuition. The collection part looks rigorous. The decision part is still a guess.

Pattern recognition is different. It is the ability to read what the data is telling you about the state the buyer is in right now, not what they say they want in the abstract.

A buyer who says "I'd love a course on pricing" is in a different state than a buyer who posted at 11pm asking why their client ghosted them after they sent a proposal. The first is expressing an aspiration. The second is sitting in an active problem.

Active problems produce purchases. Aspirations produce wishlists.

The sequence below is designed to find the active problems, not the aspirations.

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This runs in four steps. Do them in order. Do not skip to step three because it feels more comfortable.

Go to three places where your target audience gathers publicly. A subreddit. A Facebook group. A competitor's comment section. A product review page. A forum thread.

Search for signal words: "frustrated," "still can't," "nobody," "why doesn't," "I've tried everything," "does anyone actually."

Write down every complaint, question, and unmet expectation you find. Do not filter yet. Collect for twenty minutes across all three sources.

You are not looking for the most common problem. You are looking for the most emotionally charged one. Frequency matters less than intensity. The person who wrote three paragraphs at midnight about why every pricing guide they have read has been useless is worth more than ten people who clicked agree on a poll.

For each complaint you collected, ask one question: what state is this person in?

Not what do they want. What state are they in.

Frustrated and nearly ready to pay. Embarrassed and hiding it. Stuck and running out of patience. Skeptical because they have been burned before. Almost ready but missing one piece of confidence.

Each state requires a different product, a different opening line, and a different price point. A person who is embarrassed does not want a course. They want a private, fast, quiet solution. A person who is skeptical does not want a promise. They want proof before they commit.

Reading the state is the move most builders never make. They read the problem and build a solution to the problem. The state tells you how to package the solution so the right buyer recognises it as theirs.

Look at your collected complaints across all three sources. Find the problem that appears in at least two of them, in the same emotional register.

Same problem, same state, multiple sources: that is a confirmed signal. Not a trend. Not an assumption. A real, active, recurring problem that people are frustrated enough to post about publicly in more than one place.

That is the only brief you need.

Before you open a doc, before you sketch a product, write one sentence:

"People who [specific situation] want [specific outcome] but keep hitting [specific obstacle] and feel [specific state about it]."

If you cannot write that sentence cleanly, you have not found the signal yet. Go back to step one.

If you can write it in under thirty seconds, you have your product brief. Everything else, the name, the format, the price, the copy, comes from that sentence.

The sentence is not marketing language. It is a diagnostic. It tells you whether you actually understand what you found or whether you are pattern-collecting again.

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Mistake one: Stopping at frequency. The most common problem is not always the most actionable one. If everyone in your niche is complaining about the same thing and ten products already address it, frequency is not signal. It is noise. Look for the problem that is common enough to be real but specific enough that the existing solutions keep missing it.

Mistake two: Building for the aspiration buyer. The person who says "I want to learn copywriting" is not your buyer. The person who says "I lost a client last week because my proposal wasn't convincing and I don't know how to fix that" is. Same niche. Completely different purchase readiness.

The sequence above is built to find the second person. Most market research finds the first one and stops there.

MICRO-ACTION

Write the sentence for your next product idea right now.

"People who [specific situation] want [specific outcome] but keep hitting [specific obstacle] and feel [specific state about it]."

If you can write it in thirty seconds, you have a brief. Reply with it and I will tell you which state it maps to and what format fits.

If you cannot write it in thirty seconds, go back to step one. The signal is not confirmed yet.

Want the full AI prompt stack that runs this sequence in half the time, including the exact queries, the state-mapping framework, and the sentence formula with worked examples? That is in the Pro section below.

The Pro section includes the complete prompt sequence for running the full four-step research process with AI, the state-mapping table with five buyer states and how each changes your product format and price point, and three worked examples of the sentence formula from different niches.

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