AI Visibility
measured71/100
Frequently Cited · in Subscription Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
64
across 687 prompts
AI Share of Voice
64%
across 679 prompts
Critical Issues
5
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.
Per-stage performance
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.
Categories Zuora is visible in
3Executive summary
Zuora is strongly positioned for AI citation on evaluation-stage queries because it has a large G2 presence (312 reviews) and first-party comparison content for at least Chargebee vs Zuora. The single highest-ROI fix is to expand first-party, brand-led comparison coverage for the exact evaluation prompts (especially Salesforce Revenue Cloud, Maxio, and the other named competitors) and ensure those pages are crawlable/SSR so AI engines can reliably cite them for “How does Zuora compare…” and “best alternatives” queries.
Based on audit of zuora.com · Oct 25, 2026