AI Visibility
measured18/100
Emerging · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals37/100
Weak fundamentals
Avg Prompt Score
52
across 20 prompts
AI Share of Voice
100%
across 4 prompts
Critical Issues
4
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.
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.
Executive summary
miragehotelsystems.com is a B2B hotel property management software vendor with some AI-citable review presence on G2 (14 reviews, 4.4/5). The biggest blocker for AI evaluation/citation is missing first-party evaluation surfaces (notably pricing clarity and comparison pages) that models use for “alternatives to” and “pricing” queries—highest-ROI fix: publish crawlable, SSR pricing + brand-led comparison/evaluation pages that AI can quote.
Based on audit of miragehotelsystems.com · Aug 31, 2026