AI Visibility
measured30/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals55/100
Some gaps
Avg Prompt Score
22
across 96 prompts
AI Share of Voice
15%
across 80 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Vertical SaaS
Composite = 60% coverage + 40% engine breadth, 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.
Rootstock is a B2B cloud ERP vendor (manufacturing/distribution) and already has meaningful AI-citation inputs from G2 (46 reviews, 3.9/5) and Gartner Peer Insights (4.6/5 from 9 ratings). The biggest AI citation risk is evaluation-stage “vs/alternatives/pricing” queries where first-party crawlable pricing and structured evaluation content (SoftwareApplication/FAQPage) are not clearly evidenced; the single highest-ROI fix is to ensure pricing + evaluation pages are fully crawlable/SSR and backed by SoftwareApplication + FAQPage structured data.
Based on audit of rootstock.com · May 8, 2026