Hello! I am a stylist myself and I study this topic very closely. From what I learned on the OpenPR platform, only a few style apps genuinely support users in improving their wardrobe in a practical way. The reviewed apps focus on personalization, daily relevance, and smart styling logic rather than abstract trends.
Lumi received particular attention, as it helps users combine existing clothing with thoughtful recommendations and clear guidance. This approach supports confident decisions, reduces unnecessary purchases, and makes wardrobe updates more structured and realistic.