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Signals we read

  • Top artists and tags from the last 3-12 months.
  • Temporal shifts in your taste profile.
  • Listener overlap from similar users.

How recommendations form

  • Similar-artist graphs, not popularity charts.
  • Tag co-occurrence for niche crossovers.
  • Optional popularity filters for deeper cuts.

What you control

  • Discovery, Balanced, and Accessible modes.
  • Hidden gems only (500k listener cap).
  • Exclude artists and export your likes.

Start in seconds.

No account needed, just a public Last.fm profile.

Enter your Last.fm username, choose an analysis window, and MusicWander builds a queue in 10-15 seconds.

Each track plays as a 30-second preview so you can decide fast and export to your preferred platform.

Discovery (Niche)

Pushes deeper cuts and underground scenes.

Balanced

Mixes familiar picks with new territory.

Accessible

Stays close to your current rotation.

Hidden gems only

Filters out artists with more than 500k listeners.

Related resources

Go deeper with these focused discovery modes.

Ready to listen differently?

Launch MusicWander and start a discovery queue in minutes.

Launch MusicWander