Music Discovery

Music Discovery Guides

How people actually find music they like: why a taste gets stuck, how the algorithms decide, and where the good, unheard stuff hides.

Showing 6 of 6

Music Discovery Earworms

Why Songs Get Stuck in Your Head, and What Actually Loosens Them

4 to 40 seconds, on loop

Why songs get stuck in your head: the earworm science that holds up, the folk advice that does not, and a simple 12-minute test to break the loop for good.

Jul 22, 2026 · 10 min read Read the guide →
Music Discovery The rut

Music Rut: Why You're Bored of Your Own Playlists and How to Break It

40 songs, on repeat

A music rut is usually three things at once: your recommendations, the effort of new songs, and liking what you know. Here is how to break the loop fast.

Jul 22, 2026 · 9 min read Read the guide →
Music Discovery The machine

How Discover Weekly Works (and Why It Keeps Repeating)

you are a row in a matrix

How Discover Weekly works, in plain words: collaborative filtering plus audio and text analysis, why it repeats artists, and the one thing it structurally cannot do.

Jul 22, 2026 · 10 min read Read the guide →
Music Discovery Off the chart

How to Find Underground Artists Worth Your Time

low plays, high replays

How to find underground artists using credit trails, community radio, and small label rosters, plus a fast way to judge a track without being unfair to it.

Jul 22, 2026 · 9 min read Read the guide →
Music Discovery Your own data

Last.fm Scrobbling: Log Your Listening and Read the Shape of It

scrobble, then look

Last.fm scrobbling logs every track you play to a profile you own. Here is how to set it up, what to do with the data, and how to keep the log private.

Jul 22, 2026 · 9 min read Read the guide →
Music Discovery The whole map

How to Find New Music: Push, Pull, and Random

push, pull, random

How to find new music comes down to three modes: push, pull, and random. Most people only use one. Here is how to run all three and keep what you find.

Jul 22, 2026 · 12 min read Read the guide →