AI Visibility
measured10/100
Emerging · in Office & Productivity
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
2
across 306 prompts
AI Share of Voice
2%
across 306 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Office & Productivity
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.
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 Modern Campus Message (Formerly Signal Vine) is visible in
2Executive summary
Modern Campus is a B2B higher-education software vendor with meaningful third-party review presence (G2 and Capterra) and strong outcome-dense pages (e.g., Destiny One success/ROI metrics). The biggest AI-citation risk is evaluation-stage “brand-aware” queries that require first-party comparison and crawlable pricing; the site appears to rely heavily on “Request a demo” and does not surface public tiered pricing, limiting conversion-query citations.
Based on audit of moderncampus.com · May 6, 2026