Understanding prompt analysis
Prompts are the unit of measurement in AI visibility. Here's how AuthorityLayer classifies, scores, and tracks them.
5 min read
Prompt classification
Prompt Explorer with tracked prompts, priority slots, and filters for markets, statuses and AI models.
Each tracked prompt is classified by intent (e.g. category exploration, comparison, recommendation, validation) so visibility can be measured by buyer stage, not just by raw mention count.
Prompt Impact Score
Each prompt receives a Prompt Impact Score that combines how often the prompt is asked, the average recommendation strength inside it, and your share of voice. This is what surfaces high-leverage prompts in the dashboard.
Lifecycle and rotation
Prompts move through a lifecycle (validated, active, deprecated). Core prompts run on a steady cadence; adaptive prompts rotate as your category and competitors evolve.