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Market Research and Positioning, the Deep-Dive

Do the research, find the differentiator, know the avatar, run the math. The protocol for actually doing each one.

Market Research and Positioning, the Deep-Dive

The market places you whether you do the work or not. The question is whether you placed yourself, or whether the market placed you by default. This article is the protocol for placing yourself on purpose, with the actual mechanics of research, positioning, avatar work, and the unit economics that have to support it.

Where to Actually Look

Most founders skip research because they do not know where to start. The list is shorter than it looks.

Reddit. Search for the problem your offer solves. Read the threads. The complaints, the half-solutions, the workarounds people are stitching together. That is the language of unmet demand. Save the phrasings; they become your headlines.

Amazon and G2 reviews. Every category leader has competitors with thousands of reviews. The 1-star reviews tell you what the market hates. The 5-star reviews tell you what they love most. The 3-star reviews are gold, because that is where people articulate exactly what is missing.

Competitor pricing pages. Pricing is positioning made explicit. What tiers do they offer. What features sit at what price point. Where do they cap. Where do they bundle. This is the topology of the market you are entering.

Search trends (Google Trends, AnswerThePublic). The questions people are actively asking. Volume, seasonality, related searches. Free, fast, surprisingly underused.

Customer-of-competitor interviews. Five 30-minute conversations with people who currently buy from your competition. Ask what made them choose, what they wish was different, what would make them switch. This is the highest-bandwidth research available.

The point is not to do all five. The point is that any one of them, run seriously for two days, produces more positioning insight than most founders generate in a year.

The Three-Competitor Extraction Exercise

Pick three direct competitors. Not aspirational ones. The ones a customer would actually consider alongside you.

For each, extract three patterns:

Pricing pattern. What is their price floor and ceiling. What sits in between. Are they monthly, annual, project-based. What discounts do they offer. The pattern across three competitors reveals the market's pricing range, which is what your number has to live within or consciously break.

Gap pattern. What is missing from their offering. Read their sales pages and reviews together. What do customers wish they did. What features show up as "coming soon" but never ship. What support tier is conspicuously absent. Gaps are where you can fit.

Complaint pattern. What recurring complaints surface in their reviews. Slow support. Missing features. Pricing changes. Onboarding pain. The complaints repeated across multiple competitors are the structural problems of the category, not just one company's failures. Solving a category-level problem is a meaningful positioning opportunity.

After 90 minutes of extraction, you will have a three-row, three-column table. That table is the map of the market you are positioning into.

Writing the Unique Business Proposition

A UBP is one sentence that answers: why would this specific customer choose you over the alternatives that already exist.

Three filters it has to pass:

1. Specific. Not "the best." Not "the only one." Concrete specificity. The thing you do that none of the three competitors above do, said in concrete terms.

2. Survivable in one sentence. If it takes a paragraph, the position is still being figured out. The market does not read paragraphs. It reads sentences.

3. Disprovable. A UBP that is true regardless of evidence is marketing language. A strong UBP commits to something that could be wrong. "We help small businesses grow" is unfalsifiable. "We diagnose the constraint slowing growth in 90 minutes, in writing, with the exact next move" is testable.

The structure that tends to work:

[Specific customer] gets [specific outcome] in [specific timeframe] because [specific mechanism that competitors do not have].

Try it three times. The first attempt will be vague. The second will be closer. The third is usually serviceable. Then test it against three actual customers and watch their face when they hear it. Their face tells you whether the position lands.

The Avatar Beyond Demographics

Most avatars are useless because they stop at demographics. "Female, 35-50, business owner, household income $100K+." That describes ten million people who have nothing else in common.

A useful avatar covers four layers.

Demographic. Age, location, income, role, industry. The basic filter. Necessary but not sufficient.

Situational. What is happening in their business or life right now that makes this offer relevant. Are they hitting a plateau. Did they just leave a job. Are they preparing to scale a team. Did they just lose their biggest client. Situation drives readiness.

Psychographic. What they believe, what they fear, what they have already tried, what they have ruled out. This is the layer most marketing skips. People do not buy products; they buy products that match the story they are telling themselves about their next chapter.

Behavioral. Where they are right now. What they read. Who they follow. What they have purchased recently. What they have unsubscribed from. Behavior signals the channels you can actually reach them through.

Write your avatar across all four layers. If you cannot, you are still describing a category, not a person.

The Unit Economics Math

A position is also a math claim. If the math does not work, the position does not work, regardless of how good the messaging is.

Four numbers that have to lock together.

Customer price (P). What one customer pays. Not your hoped-for price. The price your research above tells you the market will actually accept for what you offer.

Cost to deliver (C). What it costs you to produce one unit of value. Time, materials, software, anything attributable to the delivery of one customer.

Customer acquisition cost (CAC). What it costs you to get one customer. Ad spend per conversion, content production amortized, sales time, partnerships, all of it. Honest number.

Conversion rate (R). How many of the people who see your offer actually buy. Industry norms for cold traffic are 1-3%. Warm audiences run 5-15%. Repeat customers convert at 20-40%.

The math:

Profit per customer = P - C - CAC

Required customers = Goal revenue / P

Required leads = Required customers / R

If your goal is $300K in year one, your price is $200/month, your conversion rate is 5%, the math is:

  • Required customers = $300K / ($200 × 12) = 125 active customers
  • Required leads = 125 / 0.05 = 2,500 leads
  • That is roughly 7 leads per day, every day, for a year

If you cannot see how 7 leads per day get generated, the position is not yet a viable business. The activity that produces those leads is the position made operational.

Common Positioning Mistakes

Positioning as "best." "Best" is unverifiable, unfalsifiable, and competitive against everyone in the category. It positions you against the entire market. Specific positions you against specific competitors with specific advantages.

Positioning as "only one who does X." Unless it is structurally true (patented, regulated, geographically exclusive), this gets disproven the moment a customer searches. And it almost always gets disproven.

Positioning as "different not better." This is a slogan, not a position. The customer is not paying for difference; they are paying for outcome. Different is interesting; better-at-the-specific-thing-you-need is what gets the contract.

Positioning by feature rather than outcome. "We have AI-powered analytics" is a feature. "We tell you which customer to call today" is an outcome. Customers buy outcomes; features are how you deliver outcomes.

Positioning that copies a competitor with one word changed. Easy to spot, lazy, and the customer notices. If your UBP could be a direct competitor's UBP with three substitutions, you have not positioned, you have plagiarized.

How to Test the Position

A position works when it survives contact with the market. Three tests that take less than a week each.

The five-customer test. Tell five actual prospects your UBP. Watch their faces. If they ask a clarifying question, the position is unclear. If they say "huh, that is interesting," the position is decent. If they say "wait, can you tell me more right now," the position is sharp.

The recall test. Tell someone your UBP. Have them repeat it back two days later, unprompted. If they can, the position is sticky. If they cannot, it is too complex or too generic.

The price test. Run two equivalent landing pages, one with your old positioning and one with the new. Same offer, same price. Compare conversion rate over 100+ visitors. The market votes with conversions, not opinions.

If all three tests pass, the position works. If any fails, refine and retest.

What This Produces

Positioning done this way changes what shows up in the rest of the business.

Within 30 days. The marketing copy gets clearer because there is now a specific message to deliver to a specific person. Random pivots in messaging stop happening because the position constrains what you say.

Within 90 days. Conversion rates improve, because the people who arrive on your site already self-selected into your position. The wrong-fit prospects stop entering the pipeline, which means sales time stops being burned on people who would never buy.

Within a year. The brand starts to compound. Customers refer people who match the avatar, because the position is concrete enough to repeat. Word of mouth becomes a working channel rather than an aspirational one.

The market rewards specific, unique expression. Position is the answer to a question the market is constantly asking. Specific, survivable in one sentence, disprovable, mathematically sound.


That is the protocol. Find the data, run the three-competitor extraction, write the UBP, build the four-layer avatar, run the math, test it on actual customers.

If you want the rest of the framework, the email series is free.

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