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Usercall Blog

Practical notes on AI-moderated interviews, qualitative analysis and customer research. How to talk to more of the right users, trace every finding back to who said it, and decide with confidence.

Focus Group Research: Why It Keeps Failing Teams (And What Actually Works)

I sat in the observation room behind a one way mirror watching eight strangers nod along to a product concept that, six months later, flopped in market. Everyone in that room agreed the idea was "interesting" and "something they'd consider." Nobody bought it. That session cost the client eighteen th

Junu Yang

User Persona Templates: Why Most Sit Unused After Week One

I've watched more persona templates die in a Google Slides deck than I've watched actually change a product roadmap. Here's the pattern: a team spends two weeks interviewing customers, someone builds four beautiful persona slides with stock photos and made-up names like "Marketing Mary," everyone cl

Junu Yang

Concept Testing Research: Why Most Teams Validate the Wrong Thing

I've sat in on hundreds of concept tests over the past decade, and here's the uncomfortable truth: most of them are theater. A team builds three concept boards, recruits fifty people through a panel, asks "how likely are you to buy this," gets a purchase intent score, and ships the concept with the

Junu Yang

Customer Experience Strategy Is Broken Because You're Measuring the Wrong Moments

Most CX strategies fail for the same boring reason: they're built around dashboards instead of decisions. I've sat in more strategy reviews than I can count where a team proudly presents a rising NPS score while their churn rate climbs in the same quarter. Nobody in the room asks why. The metric say

Junu Yang

I've Tried Every "Research Tool" Alternative So You Don't Have To

Here's the thing nobody tells you when you start evaluating research tools: half the products showing up in your "best user research software" search aren't research tools at all. They're call recorders. They're support platforms with a feedback tab bolted on. They're CRMs that added an AI summary b

Junu Yang

I Read 15 SaaS Pricing Pages in One Week So You Don't Have To

Here's something nobody tells you when you're building a research or analytics stack: the pricing page is the least honest page on most SaaS websites. I've spent ten years buying, testing, and occasionally getting burned by tools in this space, and I can tell you the pattern every single time. The h

Junu Yang

Customer Experience Is Broken and Your Dashboard Is the Last One to Know

I've sat behind one-way glass watching a customer describe, calmly and in detail, why she was about to cancel a $40,000 annual contract. Her NPS score from three weeks earlier had been a 9. That gap between what people tell you in a survey and what they actually feel is the entire customer experienc

Junu Yang

Your Customer Experience Journey Map Is Probably a Work of Fiction

I've sat in more journey mapping workshops than I can count. Sticky notes on a wall, a facilitator drawing a tidy line from "Awareness" to "Loyalty," and a room full of stakeholders nodding along because the map looks clean and logical. Then three months later, churn hasn't moved, support tickets ha

Junu Yang

Brand Tracking Is Broken in Most Companies, and Nobody Wants to Admit It

I've sat in more brand tracking readouts than I can count, and the pattern is always the same. Someone presents a slide with a line trending slightly up or slightly down, the room nods, and then everyone goes back to their desks with zero idea what to actually do differently. The tracker gets funded

Junu Yang

Industry Specific Research: Why Your Generic Interview Guide Is Failing You

I once watched a researcher run the exact same discovery script for a fintech client and an edtech client, back to back, in the same week. Same questions. Same probes. Same "walk me through the last time you..." opener. The fintech interviews felt like pulling teeth. The edtech interviews felt like

Junu Yang

AI Product Management: What It Actually Looks Like When You Strip Away the Hype

I sat in on a product review last year where the PM opened with "ChatGPT wrote our roadmap this quarter." The room laughed, then went quiet, because half of them weren't sure if it was a joke. That's where we are with AI product management right now. Everyone's using it. Almost nobody has a real sys

Junu Yang