AI Visibility
measured82/100
Frequently Cited · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals79/100
Solid fundamentals
Avg Prompt Score
42
across 265 prompts
AI Share of Voice
40%
across 249 prompts
Critical Issues
2
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.
Categories Google Cloud is visible in
2Executive summary
cloud.google.com is highly likely to be cited by AI engines for evaluation and conversion queries because it has strong third-party review/analyst coverage (e.g., Gartner Peer Insights and TrustRadius) and publicly accessible pricing pages (e.g., BigQuery pricing, Compute Engine all-pricing). The single highest-ROI fix is to ensure SoftwareApplication/FAQPage structured data exists on the most important product/pricing pages for AI extraction (and to validate crawlability/SSR for those pages), because that directly improves AI answer eligibility for “what is / pricing / integrations” prompts.
Based on audit of cloud.google.com · May 6, 2026