UX Research
Behavior comes before pixels. We pair what people tell us in research with what analytics and session data show them doing, so decisions rest on evidence and the audiences that need a different path surface early.
- Discovery interviews, contextual inquiry, diary studies
- Usability testing, moderated and unmoderated, plus tree tests and card sorts
- Behavioral analytics (GA4, Hotjar, FullStory) read against the qualitative
A ranked read of where the experience fails today, where the value sits, and which audiences need a different path.


