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Insights on user research, product practice, and building better products with continuous discovery.

Qual-at-Scale: What It Means and Why It Matters for Product Teams
User ResearchMarch 18, 2026

Qual-at-Scale: What It Means and Why It Matters for Product Teams

You know what product teams talk about in Slack channels at 11 PM? They've got user problems. Real ones. But they can't quite see the shape of them.

By Ax Ali, Ph.D.

User ResearchMarch 18, 2026

What Analytics Can't Tell You: The 'Why' Behind Customer Behavior

Your dashboard is full of data. Users are dropping off at checkout. Pages are loading fast. Session times are up. Everything looks good on paper. And yet something's wrong.

By Ax Ali, Ph.D.

AI-Moderated Interviews vs. Traditional Research: An Honest Comparison
User ResearchMarch 18, 2026

AI-Moderated Interviews vs. Traditional Research: An Honest Comparison

Here's the thing: the worst research decision you can make isn't picking the wrong tool. It's picking the right tool for the wrong reason.

By Ax Ali, Ph.D.

Guides & How-ToMarch 18, 2026

How to Conduct User Research That Gets You Answers in Days, Not Weeks

You're sitting in a Zoom call at 3 PM on a Thursday. Your PM is asking: 'Do users actually want this feature?' You have no idea. None of you do.

By Ax Ali, Ph.D.

Product PracticeMarch 18, 2026

Small Team, Big Insights: Scaling Research Without Scaling Headcount

The research team doesn't exist. It never will. 14% of companies have zero dedicated UX researchers, up from 6% in 2022.

By Ax Ali, Ph.D.

User Research

The 'Why' Behind Customer Behavior: What Analytics Can't Tell You

By Ax Ali, Ph.D.

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