Soren Amadi

Purchase behavior reveals customer value better than demographics alone.

Five psychographic dimensions reveal what customers actually want beneath product features.

A product that works still fails if buyers don't understand its value.

Building research infrastructure lets product teams validate decisions without hiring researchers.

AI integration collapses the cost and timeline of mixing qualitative depth with quantitative scale.

AI now handles the interpretive work that turned raw data into actionable insights.

Rethinking research as persistent infrastructure rather than isolated project cycles.

AI panels make segmentation faster and iterative, testing hypotheses in hours instead of weeks.

Asking the right questions reveals where buyers draw pricing lines and why they walk away.

AI interviews capture reasoning and hesitation that surveys miss, producing richer data faster.