AI Visibility
measured18/100
Emerging · in SaaS Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals42/100
Some gaps
Avg Prompt Score
4
across 394 prompts
AI Share of Voice
4%
across 394 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in SaaS Management
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 ZenAdmin is visible in
3Executive summary
ZenAdmin is a B2B workforce/IT lifecycle platform with credible third-party validation (G2 shows 9 reviews on the product page) and first-party comparison content, but it is unlikely to win AI evaluation queries consistently because key competitor-specific comparison surfaces (e.g., Rippling and ADP Workforce Now) are not clearly present as first-party pages. The single highest-ROI fix is to publish and index explicit first-party pages for “How does ZenAdmin compare to Rippling?” and “How does ZenAdmin compare to ADP Workforce Now?” with self-contained evaluation blocks and crawlable pricing/cost details.
Based on audit of zenadmin.ai · Oct 9, 2026