Soren Amadi

Study design flaws turn Kano Model results into misleading noise.

AI and human researchers together replace slow, expensive studies with speed and local insight.

Nested quotas and weighting fix imbalances flat quotas alone cannot catch.

Location shapes what consumers value and buy—not just where they shop.

Unified data and RFM scoring enable cohort models that forecast customer lifetime value.

Personas that sit static quickly fall out of sync with markets—here's how to keep them current.

Find the feedback platform built for teams shipping weekly, not quarterly.

Test your message's value, clarity, and five other factors before launch day arrives.

AI-powered panels are reshaping market research, and vendor choice matters now.

Trigger-based research catches signal at the right moment, not just any moment.

Speed, panel quality, and cost now separate AI-native vendors from legacy agencies.

Markets move faster than annual research cycles can track.

AI research tools embed historical human bias into faster, cheaper findings.

Speed hides wrong answers until products ship and damage trust.

Test consumer demand before production costs lock in the decision.

Speed in research requires strict discipline, not just faster tools.