AI Visibility
measured18/100
Emerging · in Risk, Compliance & GRC
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals43/100
Some gaps
Avg Prompt Score
8
across 156 prompts
AI Share of Voice
8%
across 156 prompts
Critical Issues
4
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.
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.
Ground Labs is a B2B data discovery/DSPM vendor with meaningful AI-citation inputs from G2 (4.6/5 from 22 reviews shown on-site) and Gartner Peer Insights (Enterprise Recon product page exists). The biggest risk for AI evaluation queries is missing/uncrawlable first-party conversion content—especially public, crawlable pricing and robust structured data (SoftwareApplication/FAQPage)—which prevents the brand from being cited for “pricing/cost” and “vs/alternatives” decision prompts.
Based on audit of groundlabs.com · Sep 1, 2026