AI Visibility
measured18/100
Emerging · in Cloud Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
7
across 211 prompts
AI Share of Voice
7%
across 211 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Cloud Infrastructure
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 CoreStack is visible in
2Executive summary
CoreStack has strong AI-citation foundations for evaluation-stage queries because it is present on G2 with substantial review volume and also appears on Gartner Peer Insights/TrustRadius. The biggest risk is conversion-stage and evaluation-stage self-citation: pricing and structured product metadata (SoftwareApplication/FAQPage) are not clearly crawlable/confirmable from live signals, which reduces the likelihood AI engines cite CoreStack directly for “pricing” and “vs/alternatives” answers.
Based on audit of corestack.io · Oct 4, 2026