AI Visibility
measured18/100
Emerging · in Hospitality & Restaurants
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
61
across 18 prompts
AI Share of Voice
100%
across 2 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.
Executive summary
Humanforce is a B2B workforce/HCM platform with strong AI-citation inputs from G2 (160 reviews) and Gartner Peer Insights (profile exists). The biggest risk for AI evaluation-stage citations is missing/unclear first-party comparison surfaces and potentially incomplete SoftwareApplication/FAQ structured data on key pages—fixing crawlable comparison + schema is the highest-ROI step.
Based on audit of humanforce.com · Aug 29, 2026