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Methodology

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How we rate.

Short version: real people rate albums 0 to 100. We average what they say. We don’t show that average as gospel until enough people have weighed in. No algorithm decides what a record is worth — the listeners do.

The rules, plainly.

01 · Scale

0 to 100. No decimals.

Every rating on Goat Music is a whole number from 0 to 100. Not five stars, not a heart, not a percentage rounded off a critic’s letter grade. A hundred-point scale gives you room to say a record is a 71 and mean it — not a begrudging four stars because there was no room for a 3.8.

02 · The Goat score

An average of real people. Not an algorithm.

The Goat score you see on an album page is the plain average of every listener rating on that record. There’s no weighting formula, no engagement boost, no hidden model deciding a record deserves more than what people actually gave it. If the average moves, it’s because a person moved it.

03 · The minimum

Scores earn their authority.

Three ratings isn’t a score, it’s a rumor with a number attached. An album needs to clear a minimum number of ratings before we’ll show its Goat score as authoritative. Below that bar, you still see the ratings and the count — you just don’t see us pretend three opinions are a consensus.

04 · The people

Ratings have faces, not just numbers.

Every rating traces back to a real profile you can open and follow. It’s not a review farm and it’s not a critic score scraped from somewhere else — it’s someone whose taste you can check against your own, and decide if you trust their ear.

What a Goat score isn’t.

  • Not a critic aggregator. We’re not scraping Metacritic or Pitchfork and averaging their opinions for you. Every point comes from someone who rated the album on Goat Music.
  • Not an algorithmic recommendation score. We don’t predict what you’ll like and dress it up as a rating. The number is what listeners said, not what a model guessed.
  • Not for sale. No label, publicist, or artist can pay to move a Goat score. There is no sponsored placement in the rating itself.

Questions.

What scale does Goat Music use?

A 0–100 human rating scale, no decimals. You pick a whole number that reflects how the record actually hit you — not a 5-star compromise, not a thumbs up or down.

Is the Goat score an algorithm?

No. The Goat score on an album page is a plain average of real listeners’ ratings — the people who rated it, nothing more. There’s no weighting model, no engagement signal, no hidden formula deciding what a record “deserves.”

Why don’t new albums show a score right away?

A score from three people isn’t a score, it’s a rumor. We hold back the Goat score as “authoritative” until an album clears a minimum number of ratings — before that, you’ll see the individual ratings and the count, not a headline number pretending to mean more than it does.

Who is actually rating these albums?

People, with names and profiles you can click into and follow. Every rating on Goat Music traces back to a real account — not an anonymous review farm, not a bot, not a critic score scraped from somewhere else.

Can I see who rated an album?

Yes. Open any album and you can see the ratings and the people behind them. If someone’s taste lines up with yours, follow them — that’s the whole point of a rating system with faces attached to it.

Does Goat Music sell placement or boost scores?

No. There’s no pay-to-rank, no sponsored score, no way for a label or artist to move a Goat score. The number is the average of the ratings, full stop.

Built by one person, rated by everyone.

Curious who’s behind Goat Music and why it works this way? Read the story on the about page.

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