concept Research

Concept Testing Research

Synthetic concept validation studies for new products, features, and positioning — before you build or launch.

All studies use AI-generated synthetic respondents. Independent research — not affiliated with any brands mentioned.

concept68% confidence3/19/2026

When consumers switch from a legacy CPG brand to a DTC challenger — what finally pushed them over, and what would bring them back?

Legacy brand loyalty isn't driven by product satisfaction—it's driven by switching fatigue; 7 of 8 respondents cited 'not having bandwidth to manage the transition' as the primary barrier to trying DT

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