AI Visibility
measured41/100
Frequently Cited · in Hospitality & Restaurants
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
11
across 294 prompts
AI Share of Voice
11%
across 294 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Hospitality & Restaurants
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.
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.
ungerboeck.com (now associated with Momentus Technologies) is strongly cited for evaluation queries via G2 and Capterra, but it is weak for conversion-stage AI answers because first-party pricing/comparison content appears limited or not crawlable. The single highest-ROI fix is to publish/SSR a public pricing page and add first-party evaluation content (especially “[Momentus/Ungerboeck] vs [competitor]” pages) that AI can cite directly.
Based on audit of ungerboeck.com · Aug 31, 2026