AI Visibility
measured16/100
Emerging · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
16
across 166 prompts
AI Share of Voice
16%
across 166 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Commerce
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 CloudBlue is visible in
2Executive summary
CloudBlue is a B2B monetization/subscription commerce platform with strong third-party review presence (G2 + Capterra + TrustRadius) and a publicly crawlable pricing page with tiered prices. The biggest AI-citation risk is evaluation-stage “brand vs competitor” and “pricing/FAQ” extraction: the site shows pricing and success stories, but there’s no clear evidence of SoftwareApplication/FAQPage structured data or first-party comparison pages that AI can reliably cite for shortlist formation.
Based on audit of cloudblue.com · Aug 30, 2026