How to Test UI UX for Friction Points Your Users Can’t Articulate
You run a UX test. Participants say the experience was easy, but the recordings show cursor thrashing, hesitation loops, and dead clicks. The most damaging friction isn’t what users complain about; it’s what they filter out, rationalize, or forget. To find it, you need a …
What ‘Engagement’ Actually Means in Live Research (and How to Quantify It)
You just wrapped a focus group. The moderator says everyone was “really engaged,” but the transcript tells a different story. Half the responses are polite, surface-level comments. It’s impossible to tell who actually cared about the stimulus and who was just being cooperative. Now a …
Measuring What Matters: A 5-Step Checklist for Setting Up AOIs with Eye Tracking AI
Two teams can analyze the same stimulus with eye tracking and reach opposite conclusions. The problem isn’t usually the data. It’s that their Areas of Interest (AOIs) were drawn differently. AOIs aren’t just boxes on a screen; they are your measurement instrument. Get them wrong, …



