Methodology

How AuthorityLayer measures AI visibility, recommendations, and authority.

• How AI visibility is measured

  AuthorityLayer measures AI visibility through large-scale prompt intelligence and broad cross-model analysis. Here's the methodology.

• What affects AI recommendations

  AI models don't pick brands at random. Recommendation strength is driven by a combination of authority, content, and category context.

• Understanding prompt analysis

  Prompts are the unit of measurement in AI visibility. Here's how AuthorityLayer classifies, scores, and tracks them.

• Visibility vs. recommendation

  Being mentioned is not the same as being recommended. Here's why AuthorityLayer separates the two — and why it matters.