Editorial

Industry reading. Written by operators.

A&R scouting, artist discovery, and the data signals that matter. Long-form pieces by Chad Hillard, 19 years of music discovery in one voice.

How to build a direct-to-fan business for $20.

The label budget is $50,000. Yours is $20 and a couple of weekends.

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6 ways music people should be using AI right now.

If you’re an artist, manager, label, or anyone in the business and you’re still using AI like a fancy Google, you’re leaving the actual product on the table.

6 traits every artist who makes it has.

The shortlist of what actually separates the artists who break from the ones who don’t. Talent is on the list. It’s not at the top.

How to read an artist the data can’t see.

The best A&R read is not just the dashboard. These are the eight reads Chad Hillard uses to judge whether an artist has the presence, craft, taste, and team to last.

Why most AI takes are wrong.

Most AI takes collapse theft, tools, scams, and access into one argument. That is why the discourse in music is broken, and why nuance matters now.

6 signs an artist is building before the monthly listeners move.

Monthly listeners are a lagging indicator. Here are the six signals that show up weeks before Spotify catches on, from follower velocity to cross-platform movement.

5 AI tools actually worth using if you work in music.

A practical breakdown of the AI tools actually helping artists, managers, and music professionals with strategy, demos, automation, research, and distribution.

The chart is not dead. The monoculture is.

What Chartmetric's stagnation study actually tells us about fragmentation, discovery, and why early signal matters more than ever.

How to identify artists on TikTok that are moving.

TikTok is the best early-signal platform in music right now. What signals matter, what to skip, and how to tell real traction from a paid push.

The 5 best A&R tools in 2025, and why we built our own.

Chartmetric, Soundcharts, Viberate. The enterprise tools were built for major label teams with six-figure budgets. An honest look at what's actually useful.