AI Visibility
measured71/100
Frequently Cited · in Subscription Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals71/100
Solid fundamentals
Avg Prompt Score
63
across 680 prompts
AI Share of Voice
63%
across 664 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Subscription Management
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Zuora is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review presence (311 reviews on G2) and explicit Gartner Magic Quadrant Leader positioning for recurring billing applications. The single highest-ROI fix is to ensure Zuora’s own evaluation content (especially pricing + structured evaluation Q&A) is fully crawlable/SSR and backed by B2B-specific structured data so AI engines can cite Zuora directly for “pricing” and “vs/alternatives” prompts.
Based on audit of zuora.com · Sep 6, 2026