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Token-Based Conjoint Analysis: A New Framework For Too Many Product Features
Testing features works well on a small scale. But when your product roadmap expands from 5 features to 40, traditional feature analysis methods collapse under their own weight. Respondent attention wanes, data integrity suffers, and the clarity needed for confident product decisions vanishes. Token-Based Conjoint Analysis (TBC), a new methodology created by Numerious that won Best Paper at the 2025 Sawtooth Research Conference, lets researchers test up to 40 features at once

Megan Peitz
Jul 24, 20255 min read
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