We sat down with GLICKY’s founder to talk about where the platform came from, where it’s going, and why they think everything you know about music discovery is wrong.

You’ve been pretty vocal about what GLICKY isn’t. What is it?

It’s a listening tool. We index music, we analyze it, and we put it in front of people who are actually looking for something new. That’s it. We’re not a social network. We’re not a label. We’re not a playlist.

Why does that distinction matter?

Because playlists are editorial products. Someone decides what goes on them, and that decision is almost never purely about the music. It’s about relationships, marketing spend, release timing. We wanted to remove all of that and just ask: does this track sound good? Does it match what this listener is looking for?

How does the recommendation engine actually work?

We fingerprint every track — tempo, key, harmonic content, rhythmic density, stereo width, a dozen other parameters. Then we cluster similar tracks together. When a user tells us what they like, we find the nearest neighbors in that cluster space. No listening history. No social graph. Just audio.

That sounds almost too simple.

Simple to explain. Hard to build. Audio analysis at scale is a nontrivial engineering problem. And the clustering has to be fast enough to feel instant but nuanced enough to avoid obvious mismatches. We’ve been tuning it for over a year.

What’s the hardest part of running a discovery platform?

Convincing artists that we’re not another place trying to extract value from them. The music industry has trained independent artists to be suspicious of every new platform, and honestly, they should be. Our job is to earn that trust slowly, by being transparent about how we work and never putting a paywall between an artist and their audience.

Where is GLICKY in a year?

Deeper. More genres, more regions, more languages. We’ve barely scratched the surface of what’s out there. The internet is full of incredible music that nobody’s organized yet. That’s the work.

This interview has been condensed and edited for clarity.