About this publication

Research Methodology

Search research helps choose useful questions. Primary sources support the factual claims in the answers.

Begin with the reader's task

The launch library is organized around the decisions involved in an AI music release: permissions, product definition, packaging, route selection and audience development. Search-result research helps identify the wording and intent of those questions. It does not establish a tool's capabilities or validate a market.

Keyword estimates are research inputs, not traffic forecasts or evidence that a particular article will rank. No search volume or ranking promise is presented as a product benefit.

Check the original documentation

The launch guides reference relevant primary sources including platform terms and pricing, distributor policy documentation, IFPI information about ISRC and U.S. Copyright Office material. The source list at the end of each article identifies the documents relevant to that page.

A platform's own documentation is useful evidence of what it states. It is not an independent demonstration that every transaction, delivery or support interaction works as described. Policies with regional or account-specific conditions need those limits preserved.

Describe the actual method

The launch articles were prepared with AI assistance and reviewed for source attribution, internal consistency and prohibited unsupported claims.

Our Played.fm review is explicitly based on public documentation. Its price references are dated. Readers should recheck the provider's current checkout and terms before subscribing.

Use dates carefully

Publication and update dates describe the article version. They are not monitoring guarantees. An update is warranted when source changes affect advice; simply refreshing a date does not make a claim current.

Handle uncertainty openly

Where documentation does not establish a feature or outcome, the article should say so. Legal and commercial examples explain a decision process without promising a result. See the editorial standards for attribution and correction rules and the recommendation standards for product guidance.