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Resources & Insights

Research Thinking for
Founders and Growing Businesses.

Practical perspectives on market research, product validation, and data-driven strategy — published regularly for founders, product teams, and marketers.

Insights & Perspectives.

Practical articles on market research methods, competitive intelligence, and data-driven strategy.

🎯

Market Size vs. Addressable Market: Why Investors Ask About Both

Total market tells investors the prize is worth the risk. Addressable market tells them whether you know who will buy. Here is how to build the second one.

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🔍

"Our Competitors Don't Have This Feature" Isn't a Differentiator Until Customers Say So

A competitor feature grid shows what rivals offer, not what buyers weigh. Three tests a feature should pass before it anchors your roadmap or your pitch.

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⚖️

Before You Run a Conjoint Study, Name the Tradeoff You're Deciding

A long attribute list means the team has questions, not a decision. Write the tradeoff in one sentence before anyone designs the survey.

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🗺️

The Three Questions Every Market Landscape Report Should Answer — And the One Most Reports Skip

Most landscape reports size the market and list competitors, then stop. Here are the three questions every report should answer, and the fourth that decides whether buyers will actually switch.

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📈

Why Segmentation Studies Fail When They Start With Demographics Instead of Behavior

Most segmentation research starts with age, income, and job title — and produces groups that never change a business decision. Here's the framework that produces segments a team can actually act on.

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♟️

Competitive Intelligence Isn't Copying Competitors — Here's What It's Actually For

Matching a competitor's pricing or feature list tells you what they decided, not what your buyers actually want. Here's what competitive intelligence should be doing instead.

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🗣️

A Few Customer Calls Isn't Research — Here's the Gap It Leaves

Customer calls are valuable and shouldn't be skipped — the risk is treating five or eight conversations as if they answer the same question a structured study would.

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🧭

The Difference Between a Buyer Persona and a Real Customer Profile

Most buyer personas are built on assumptions dressed up as data. Here's how primary research produces a profile that actually changes how your team sells and markets.

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💡

What Is Product-Market Fit — And How Do You Actually Measure It?

Product-market fit is one of the most cited concepts in startup culture and one of the least rigorously defined. Here's a research-based framework for measuring it.

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🎯

How to Conduct a Competitive Analysis That Actually Informs Strategy

A competitive analysis that ends with a spreadsheet of feature comparisons isn't a strategy document. Here's how to build one that produces decisions, not just descriptions.

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📋

When to Use Surveys vs. Interviews — And When to Use Both

The choice between a survey and an interview isn't about preference — it's about the question you're answering. A practical framework for choosing the right method.

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📊

Why Your Pitch Deck Needs a Market Research Section Before Your Next Round

Investors don't fund ideas — they fund evidence. Here's what your market research section needs to include, and how to build it quickly without breaking your pre-seed budget.

Coming Soon

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