TL;DR. The $153 billion global research industry (surveys, management consulting, analyst firms, social listening, and now AI search) sources its evidence from people and companies who know they are being observed. I call that performed signal. Every source biased in the same direction, toward the audience the data was produced for. The category nobody built…

In 1998, Steve Jobs told BusinessWeek: “A lot of times, people don’t know what they want until you show it to them.” The research industry spent the next 25 years calling that arrogance. They were wrong. And the science to prove it existed before Jobs was born. 1938 That’s when Paul Samuelson, a 23-year-old economist…

The Compounding Problem Every existing market research methodology, every brand tracker, every NPS program, every customer satisfaction survey, every consulting engagement, passes through multiple layers of systematic distortion before a single insight reaches a decision-maker. Each layer is independently documented in peer-reviewed literature. But they don’t operate independently. They compound. This is the structural reason…

The Disconnect Every company has a pricing page that lists what it sells. Features, capabilities, packages, service tiers. The descriptions are accurate. The pricing is clear. The product does what the product page says it does. And yet, when you ask customers what they bought, they describe something else entirely. A project management tool’s pricing…

Every agency says they want to be a strategic partner. Then they show up and ask for the brief. That gap, between what firms say about themselves and what their behaviour proves, is the most expensive undiagnosed problem in professional services. It costs the industry $12.5 billion a year in pitch waste alone. It explains…

The first post was about the gap you’re defending. The second was about the gap you’re feeding. This one is about what the gap looks like when you finally see it. Your website says “end-to-end platform.” Your customers say, “It’s the only one that doesn’t break during quarter close.” Your pitch deck says “AI-powered intelligence.”…

Post one: you know the brief is wrong.Post two: every fix makes it worse. So what breaks the cycle? Not motivation. Not courage. Not a better strategist or a bolder CCO. The system punishes all of those. One thing breaks it: proof that doesn’t come from you. Think about the last time you challenged a…

Last week, I wrote about the gap CMOs are defending without knowing it. This week: what the gap is doing while you can’t see it. Let’s say your company believes it owns “innovation.” Board decks say innovation. The brand tracker confirms it. Leadership alignment is strong. Everyone agrees. There’s just one problem. Your customers chose…

Last week, I wrote about the brief you already know is wrong. The response told me something. Not the likes. The DMs. Agency people didn’t push back on a single claim. They added to it. They told me worse stories. They named names — not publicly, but privately, the way people talk when they finally…

You know. You know the brief is curated. You know the client’s positioning describes who they want to be, not how the market sees them. You know the competitive set they handed you is the one that makes them comfortable, not the one that keeps their customers up at night. You know. You just can’t…