After analyzing a month of product feedback, we discovered that most non-professional AI users have no understanding of creative types, creative expert Agents, or AI model selection. For the majority of users who are not interested in AI technology, these requirements are perceived as specialized knowledge.

To make Minduck a platform that all general users love and find easy to use, we must lower the learning curve. We established a key distinction between AI applications and traditional SaaS applications: in the past, software systems required users to adapt, with user-friendly design aimed at easing this adaptation process. However, in the AI era, systems should adapt to users. The goal of experience design is to create new pathways where the system actively adjusts to user behavior rather than guiding or instructing them.

Intelligent Recommendation System Experiment: After integrating the intelligent recommendation system, we observed a significant improvement in both product usage rates and user satisfaction.