AI Visibility
measured10/100
Emerging · in Container Orchestration
measured from this brand's audit prompts
AEO Readiness
fundamentals57/100
Some gaps
Avg Prompt Score
0
across 155 prompts
AI Share of Voice
0%
across 155 prompts
Critical Issues
4
critical + high
Shortlist Position
0/66
Not Visible · Container Orchestration Discovery
How AI Visibility breaks down
in Container Orchestration
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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 Azure Kubernetes Service (AKS) is visible in
2Your visibility gap
Azure Kubernetes Service (AKS) surfaces in 0/66 Container Orchestration discovery prompts. Claim this profile to see which 66 prompts you're missing and how to win them.
Executive summary
azure.microsoft.com is likely to be cited for managed Kubernetes *conversion* queries (e.g., AKS pricing is crawlable and tiered) and for general Kubernetes explainer content, but it is missing first-party evaluation surfaces for the specific shortlist prompts you provided (managed Kubernetes comparisons, production/multi-cloud/enterprise distribution, GitOps, autoscaling, service mesh, and ML workloads). The single highest-ROI fix is to publish and index a set of first-party, brand-led evaluation pages (e.g., “Managed Kubernetes on Azure (AKS) vs X” and “AKS for [use case]”) that directly answer each gap query so AI engines can cite azure.microsoft.com instead of only third parties.
Based on audit of azure.microsoft.com · May 6, 2026