Analytics & Attribution
Prompt Visibility
A metric capturing how frequently and prominently your brand appears across AI platform queries relevant to your products.
What it means
Prompt visibility is measured by running a standardized battery of buyer queries across AI platforms and recording citation frequency and position. A high-visibility brand appears in most relevant queries; a low-visibility brand is rarely or never mentioned. Prompt visibility reports let merchants track progress over time as they implement AEO optimizations.
Why it matters for Shopify
Shopify merchants tracking prompt visibility can see whether their optimization efforts are increasing AI mention rates before those efforts translate to revenue.