AI Visibility
measured29/100
Emerging · in Cloud Security
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
15
across 150 prompts
AI Share of Voice
9%
across 134 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Cloud Security
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 Wiz is visible in
1Executive summary
wiz.io is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party authority signals (notably G2 and Gartner Peer Insights) and active first-party comparison content (e.g., “Wiz vs …” pages). The biggest citation risk is conversion-stage and structured extraction: pricing and schema signals (SoftwareApplication/FAQPage/AggregateRating) were not verifiably discoverable via live search, which can prevent AI from confidently answering “pricing/cost” and “vs” evaluation questions from wiz.io itself.
Based on audit of wiz.io · Sep 20, 2026