AI Visibility
measured72/100
Frequently Cited · in CI/CD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals21/100
Weak fundamentals
Avg Prompt Score
90
across 631 prompts
AI Share of Voice
90%
across 631 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in CI/CD
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 Jenkins is visible in
2Executive summary
Jenkins is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party B2B review presence (e.g., Capterra shows 568 reviews at 4.5). The biggest citation risk is that jenkins.io itself appears to lack first-party, crawlable evaluation assets (notably SoftwareApplication/FAQPage-style structured evaluation content and first-party brand-vs-competitor comparison pages), forcing AI to rely on third parties instead of citing Jenkins directly.
Based on audit of jenkins.io · May 6, 2026