AI Visibility
measured81/100
Frequently Cited · in Device Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
90
across 528 prompts
AI Share of Voice
91%
across 512 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Device Management
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.
Categories Vmware is visible in
1Executive summary
vmware.com is very likely to be cited by AI engines for evaluation and trust queries because VMware products show up with strong third-party review volume (e.g., G2 shows 758 reviews for VMware vSphere with a 4.5 rating). ([g2.com](https://www.g2.com/products/vmware-vsphere/reviews?utm_source=openai)) The single highest-ROI fix is to strengthen first-party, crawlable evaluation content (especially SoftwareApplication/FAQPage-style pages and clearer, indexable pricing/packaging pages) so AI can cite VMware-owned pages for “vs/alternatives/pricing” queries rather than relying mostly on third parties.
Based on audit of vmware.com · May 6, 2026