← All articles
Case Study3 min read

The numbers agreed before the release existed.

How the track I used to build SIGNR kept matching the same label it later came out on.

By Dannic, founder of SIGNR

While building SIGNR I kept running the same track through the engine. Every scoring change, every new label profile, every rewrite of the matching logic: run it again. One label kept coming back at the top of the results.

Then that exact track came out on that label.

The test track

Rock The Rhythm was never designed to be a single. I made it at the start of the year as an intro for my own sets: big, direct, built to hit from the first bar. But when you build an analysis engine you need test material you know inside out, so my own tracks became the test set, and this one went through the pipeline more times than I can count.

And run after run, Revealed Recordings surfaced at the top of the label fit ranking. I never told the system anything about Revealed. It came from the measurements, every single time.

What the analysis actually saw

SIGNR does not listen the way a person does. It measures. The track sits at 130 BPM, dead centre of Revealed's measured mainstage tempo lane. The label's catalogue tells its own story: its centre of gravity spent years around 140, and the mainstage lane around 130 is where a large part of its current output lives. My track landed exactly there, with the loudness, mix balance and arrangement profile holding up against the label's recent releases.

The report consistently placed Revealed at the top of the measured label fit ranking, with a 95% fit. Not because the system knows my history. Because the numbers lined up.

Then reality answered

On February 13th, Rock The Rhythm came out on Revealed Recordings.

Full transparency: I released on Revealed before SIGNR existed. That relationship predates the tool entirely, and SIGNR did not get me that release. Relationships and the music itself did what they always do. Whether an A&R connects with a record stays human, and every SIGNR report says exactly that.

But here is the part I find genuinely interesting as the person who built the tool. A measurement engine, working only from audio analysis and label catalogue data, independently converged on the same answer that my ears, my history and the label's decision arrived at.

The numbers and the reality agreed.

Why you should believe this

If the report had consistently pointed to another label, I would have shown that too. The value is not that it matched Revealed. The value is that the engine produced its answer during development, before the release existed, and the answer did not change once reality caught up: the public example report was analyzed after the release and says the same thing the development runs said months earlier.

And that public report is a frozen snapshot of the analysis. It is not edited for marketing. What you see is what the engine measured.

See the actual report

The full Rock The Rhythm analysis is the public example report on SIGNR. Every section unlocked: the verdict, the Revealed evolution graph, the label routing, the frequency analysis, all of it, on a real track that really came out.

View the example report

Then run your own track, and see what the measurements say before reality answers.

Analyze your track, free


SIGNR is independent and not affiliated with or endorsed by any label mentioned. Dannic releases music on Revealed Recordings as an artist; that relationship predates SIGNR entirely and played no role in the analysis shown. Label profiles are built from publicly available release analysis and industry research.

See what the measurements say about your track

SIGNR matches your track against 100+ label profiles built from release data, then hands you a frozen, unedited report. Free first check.

Check your track · Free →Playbook: Reading Your Verdict →Playbook: Label Profiles & Routing →

More from SIGNR

Why "Progressive House" Is Two Genres, and Why It Matters for Your Demos
What A&R’s Actually Listen For in the First 10 Seconds