AI Visibility
measured18/100
Emerging · in Risk, Compliance & GRC
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
2
across 316 prompts
AI Share of Voice
2%
across 316 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Risk, Compliance & GRC
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 Analytica by Lumina Decision Systems is visible in
2Executive summary
Analytica by Lumina Decision Systems has strong B2B review authority on G2 (33 reviews, 4.8★), which supports “best business process simulation software” discovery and shortlist inclusion. The highest-risk gap for AI citation is conversion-stage evaluation queries—especially “How does Analytica compare to GoldSim?” and “How does Analytica compare to ModelRisk?”—because first-party comparison pages and crawlable pricing signals on lumina.com were not found in live search.
Based on audit of lumina.com · Sep 28, 2026