AI Visibility
measured18/100
Emerging · in Hospitality & Restaurants
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
9
across 152 prompts
AI Share of Voice
9%
across 152 prompts
Critical Issues
3
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.
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 UpMenu is visible in
1Executive summary
UpMenu is a B2B restaurant software platform and is already review-cited on G2 (e.g., recent reviews show 4.5/5 and multiple 2025–2026 entries). The biggest AI-citation risk is evaluation-stage “brand vs competitor” and “alternatives to [Brand]” queries: there’s no clear evidence of first-party “[UpMenu] vs [Competitor]” pages, and structured-data signals like SoftwareApplication/FAQPage weren’t found in live checks.
Based on audit of upmenu.com · Jun 4, 2026