AI Visibility
measured25/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
4
across 592 prompts
AI Share of Voice
4%
across 592 prompts
Critical Issues
5
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 Hansen Catalog is visible in
2Executive summary
hansencx.com is a B2B software vendor (Hansen CPQ/Catalog/CIS/MDM) and already has meaningful enterprise citation potential via Gartner Peer Insights and Capterra pages. The biggest AI-citation risk is conversion-stage evaluation queries (especially pricing and first-party comparisons like “[Brand] vs [Competitor]”) because the homepage fetch failed and no crawlable pricing/comparison/structured-data signals were found in live search.
Based on audit of hansencx.com · Aug 30, 2026