The Pro Perspective

Research, strategy & thinking
for brands that sell to pros

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Talking to builders, brand leads, and the people making product decisions in categories where "pro" is everything.
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Can You Just Throw It Into ChatGPT?
AI · 13 min read

Can You Just Throw It Into ChatGPT?

Anyone can type a prompt and get an output. Getting an answer and having enough evidence to act on it are two different things. How we pick models, set deterministic constraints, and decide what's worth putting our name on.

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Know Your Role: What Rode and Splice Just Taught Us About Deploying AI
Brand Strategy · 7 min read

Know Your Role: What Rode and Splice Just Taught Us About Deploying AI

Peter Block wrote about consultants. But his framework applies anywhere one party is deploying capability on behalf of another. Two moves in music tech this week prove it.

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Does Expertise Really Matter Any More?
9 min read

Does Expertise Really Matter Any More?

On mastery, AI, and what it actually means to build for "pro" In 2008, Malcolm Gladwell reframed the American dream in his book Outliers through the 10,000 hour rule: If you work hard and long enough you can achieve mastery in any skill or field. The implication was clear: success is within reach for each of us and is ours to claim. All that's necessary is to put in the time and work, and have access to the right tools. Furthermore, his premise carried with it several unchallenged, widely acce

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The problem with primary research... and its potential
Brand Strategy · 8 min read

The problem with primary research... and its potential

The only way to get better insights is to address common research mistakes.

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★ Research & Resources

Downloads worth keeping.

PDFs, carousels, research findings, and brand breakdowns — all built from real category work. Take what's useful.

The AI Fluency Playbook

A framework for deciding what to hand to AI when solving complex problems, and what you need to build to get started.

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LLM Model Guide

A two-page guide to choosing the right AI model for your work.

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Real Pros Don't Want Slop

What We Heard at NAMM 2026: Insights from 30+ pro audio brands & creators on AI, tech, and where the market is going.

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The Everything Trap

Why trying to win everywhere is how brands lose, and the positioning moves that fix it.

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What Makes a Brand Timeless

The patterns behind brands that outlast trends, categories, and competition.

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