Sawtooth Software's Keith Chrzan and Bryan Orme highlight some key presentations from the 2022 Sawtooth Software Conference. These presentations involve some innovative applications of conjoint analysis and market segmentation, a critical review of Kano analysis, and being aware of and avoiding bad data from panels.