Through deep comment culture and emotional resonance, CloudMusic fosters a unique space for users to share stories. Daily UGC comments exceed 1 million, and interactive mechanisms like hot comments and rewards boost community stickiness among Gen Z.

Hybrid recommendation combining collaborative filtering, content-based features and real-time behavior modeling. Deep learning captures long/short-term preferences, and manual curation ensures diversity, achieving high click-through and completion rates.

Private DJ uses DeepSeek LLM to provide voice commentary and answer questions about songs, making discovery interactive. It increases average listening time by 22% and creates a conversational music journey.

CloudMusic owns 774k indie artists and 4.4M original tracks, building viral hits. Also, its deep community with heavy emotional attachment is hard to copy; Qishui relies more on short-video algorithms but lacks UGC ecosystem.

VIP benefits include lossless audio, early access to digital albums, exclusive skins and ad-free experience. Joint membership promotions and student pricing drive conversion, targeting 39% paid ratio similar to Spotify.

The 2024 redesign simplifies the homepage, removes distracting live/karaoke modules, focuses on core music discovery (Daily Mix, Roaming mode). It creates a pure and immersive listening space, aligning with original brand slogan “Discover Good Music”.