Perspective AI is the strongest of the Qualtrics DesignXM alternatives for insights teams whose real deliverable is explaining why a concept, feature or price point won, with Zappi, Quantilope, Sawtooth Software, AYTM and Attest covering the quantitative jobs the module was bought to do.