AI Visibility
measured41/100
Frequently Cited · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals73/100
Solid fundamentals
Avg Prompt Score
48
across 387 prompts
AI Share of Voice
48%
across 371 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Vertical SaaS
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 CDK is visible in
2Executive summary
CDK Global is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (231 reviews, 4.2/5, Grid leader) and a Gartner Peer Insights listing (1 review, 5.0). The single highest-ROI fix is to add first-party, crawlable evaluation content for purchase-intent queries—especially SoftwareApplication/FAQPage structured pages and brand-led comparison/pricing surfaces—so AI can cite CDK pages instead of relying on third-party review sites.
Based on audit of cdkglobal.com · Oct 10, 2026