Features (AI)

AI Companion

Likert-Based Clustering

AI-assistant feature choices per Likert-based Personas

Want: - Product origin - Product materials - Product packaging

Don’t Want: - News - Carbon tracking - Eco-friends - …

Feature-Based Clustering

Clustering students based on AI-assistant feature choices.

Want: - Product origin - Product materials - Product packaging - Eco services

Feature Preferences (Overall)

Feature Preferences (By Cluster)

Preferred AI Roles (Overall)