AI Visibility
measured34/100
Emerging · in Audit & SOX
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals38/100
Weak fundamentals
Avg Prompt Score
14
across 156 prompts
AI Share of Voice
11%
across 140 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Audit & SOX
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 AssurX is visible in
2Executive summary
AssurX is a B2B quality management/regulatory compliance software vendor with meaningful third-party review presence (Gartner Peer Insights and Capterra) but very limited G2 review volume, which reduces AI shortlist inclusion for “best QMS/EQMS software” queries. The single highest-ROI fix is to publish/enable crawlable first-party evaluation content (especially SoftwareApplication + FAQPage for pricing/integrations and brand-led comparison pages) so AI engines can cite AssurX directly during evaluation/conversion.
Based on audit of assurx.com · Aug 30, 2026