AI Visibility
measured48/100
Frequently Cited · in CI/CD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals18/100
Weak fundamentals
Avg Prompt Score
45
across 218 prompts
AI Share of Voice
45%
across 218 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in CI/CD
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 CloudBees is visible in
2Executive summary
CloudBees is very likely to be cited by AI engines for evaluation-stage queries because it has strong G2 review volume (621 reviews) and active first-party comparison content (e.g., Feature Management comparison pages). The single highest-ROI fix is to improve structured-data/AI-crawlability signals for evaluation queries (SoftwareApplication/FAQPage/AggregateRating) and ensure pricing is fully machine-readable with explicit tiers/prices (not only “contact us” for paid editions).
Based on audit of cloudbees.com · May 6, 2026