HiddenWave

Spotify-powered music discovery platform that analyses your listening habits to surface hidden gem artists, emerging talent, and underground music the mainstream algorithm misses.

The Challenge

Spotify's algorithm promotes popular, well-known artists while burying underground and emerging talent. Listeners who want to discover genuinely new music are stuck in recommendation loops of the same mainstream acts.

The Solution

Built a taste-analysis engine that reads your Spotify listening data — top artists, tracks, genres, and play history — then searches for lesser-known artists in your favourite genres, scoring them by genre overlap, popularity, and follower count to surface music you'd never find on Discover Weekly.

Key Features

  • Spotify OAuth login with automatic token refresh
  • AI-style taste profile with generated listening identity summary
  • Genre-based mood detection derived from your top genres
  • Popularity bias and listening diversity scoring
  • Top artists grid and top tracks list pulled from your Spotify data
  • Search-based artist discovery across your top 8 genres
  • Four discovery categories: Hidden Gems, Emerging Wave, Deep Match, Off Radar
  • Generated artist bios based on genre, popularity tier, and follower data
  • Follow artists and open in Spotify directly from the app
  • Share your discovery stats with friends

Category

Coming Soon

Technologies

Next.jsReactTypeScriptTailwindCSSSpotify Web APIOAuth 2.0Node.js
HiddenWave 1
HiddenWave 2
HiddenWave 3