Best music discovery process tools in 2025

Songs Like X

Discover tracks that match your favorite music styles.

Maroofy

Discover new music based on your current favorites.

Love Systems

Personalized coaching for online dating success.

Kebotix

Accelerates material discovery through automated lab processes.

Emusion

Personalized music recommendations based on user preferences.

Musiclips

Discover new music and create playlists based on personal tastes.

Neuralscores

Visualize emotional responses to music through innovative technology.