AI Visibility
measured18/100
Emerging · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals47/100
Some gaps
Avg Prompt Score
5
across 167 prompts
AI Share of Voice
5%
across 167 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Data & Analytics
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.
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.
Connect to AD is a B2B UKG-to-Active-Directory connector with publicly crawlable pricing (license amounts shown) and active support/community content, which helps AI citation for conversion and trust queries. The biggest risk is evaluation-stage citation: there is no clear evidence of first-party “[Connect to AD] vs [competitor]” comparison pages or SoftwareApplication/FAQPage structured data, so AI engines likely rely on third-party pages instead of citing connecttoad.com for shortlist formation.
Based on audit of connecttoad.com · Sep 1, 2026