AI Visibility
measured45/100
Frequently Cited · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
97
across 131 prompts
AI Share of Voice
100%
across 123 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in AI Infrastructure
Composite = 60% coverage + 40% engine breadth, 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.
Executive summary
HPE is likely to be cited by AI engines for evaluation and conversion queries because it has first-party comparison content (e.g., VMware alternative page) and publicly visible pricing on HPE’s store for HPE Morpheus VM Essentials. The biggest citation risk is conversion-stage “How much does HPE cost?” and evaluation-stage “How does HPE compare to VMware/Nutanix/Red Hat?” when AI can’t reliably extract structured pricing and SoftwareApplication/FAQ evaluation schema from hpe.com pages.
Based on audit of hpe.com · Jun 5, 2026