Answers

Straight answers about A&R tooling.

What agentic A&R is, how labels actually find unsigned artists, which tools listen to the record, and what any of it takes — answered in a sentence each, with the measurement behind every figure.

How long does it take to research an artist properly?

About three to six minutes for a complete file on one artist, and around half an hour for a sweep that comes back with a ranked slate of names you had not heard of.

What is agentic A&R?

Agentic A&R is A&R work carried out by software that decides its own next step — you give it a brief rather than a query, and it goes away, does the research, files what it finds, and reports back hours later.

How do labels actually find unsigned artists?

The three majors use tools nobody else can buy — Sodatone belongs to Warner, Instrumental works under contract to all three, and Musiio was absorbed into SoundCloud — so everyone else is working from the same handful of public dashboards.

Which A&R tools actually listen to the music?

Several will tell you a record's tempo, key and energy, because those are sold as data fields — but almost none of them form a judgement about the record, and none form it against the reference tracks you have already said good sounds like.

Are there A&R tools that don't charge per seat?

Very few — most of this category prices per user per month, which is why teams end up sharing one login, and it is the complaint practitioners make about these tools most often in public.

What does an AI A&R scout actually do?

It takes a written brief describing the artist you are looking for, works the open web against it for about half an hour, and files a ranked list of people who match, with the evidence behind every name.

How is an artist actually scored?

Five attributes, each with a score, a confidence figure and a written justification — and the rubric changes depending on whether you are assessing an artist, a songwriter or a producer, because those are three different businesses.

What is an A&R dossier?

A single file on one artist that holds what is known about them and where each piece of it came from — the biography, the catalogue, the audience, the people around them and the routes to a human — compiled in about three minutes and kept up to date after that.

How do you tell if an artist's audience is real?

Count distinct people rather than distinct mentions — because the single most common way a small artist looks bigger than they are is one enthusiastic account saying the same thing forty times across four platforms.

Can AI pick hit songs?

No, and anything claiming otherwise is selling you a confidence figure it cannot support — but it can do the reading, listening and cross-checking that has to happen before a person makes that call, on far more artists than a person can cover.

Or just look at the board.

Every new account starts with $5 of credit and no card — enough to put an artist on the board and read the whole file on them.

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