
John Whalen, PhD
Cognitive Scientist | CEO & Author
You have data. Surveys, NPS scores, analytics, usage metrics. You know what is happening. You don't know why.
Why customers leave after three months. What "ease of use" actually means to the people who say they want it. Whether that product direction your team is debating would land or miss. These are questions that quantitative data can describe but never explain.
Qualitative research answers the why — but it has traditionally been expensive, slow, and required a dedicated team. Brilliant Experience changes that equation.
How it works
We run the entire study for you. You bring the strategic question. We handle everything else:
Study design — We scope the research to answer your specific question, not a generic one. Interview guides, participant criteria, analysis framework — all designed before a single conversation happens.
AI-moderated interviews — Participants talk to an AI interviewer that adapts in real time, follows up on interesting threads, and creates space for honest answers. No scheduling logistics. No interviewer variability. Conversations happen on participants’ time.
PhD-level analysis — Raw transcripts go through expert qualitative analysis. Pattern recognition, theme development, evidence mapping — the same rigor you’d get from an experienced researcher, applied systematically across every interview.
Strategic deliverables — You get findings organized around your decision, not a data dump. Every claim traces back to source data. Every recommendation connects to evidence you can examine yourself.
What makes this different
Most research services give you a report and ask you to trust it. We give you the report and the scaffolding underneath.
Every finding is traceable. You can follow any claim back through the analysis to the original participant language. Not because you’ll want to check our work on every project — but because when you’re presenting to your board or betting a product direction on what customers need, “trust us” isn’t good enough. The evidence is there when you need it.
The AI moderation piece matters for a specific reason: it removes scheduling bottlenecks and participant availability that make traditional qualitative research slow and expensive. But it doesn’t replace human judgment. The analysis, the pattern recognition, the strategic framing — that’s expert work, and it stays expert work.
Who this is for
Done-for-You Qualitative Research by Brilliant is for teams making decisions that matter — product direction, market entry, customer experience redesign. When you don’t have a qualitative researcher on staff and don’t want to hire an agency for a six-month engagement you have an alternative.
Your product team may need to understand why adoption is stalling.
Your startup needs to validate whether your thesis about the market holds up.
Your CX team has plenty of survey data but can’t explain the patterns in it.
Sound familiar?
If you have a strategic question that data alone can’t answer, and you need findings you can act on, we should talk.
Contact
We run qualitative research for you — AI-moderated interviews, expert analysis, strategic deliverables.