AI Visibility
measured41/100
Frequently Cited · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals39/100
Weak fundamentals
Avg Prompt Score
97
across 265 prompts
AI Share of Voice
100%
across 249 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Vertical SaaS
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
Anthology is a B2B education technology vendor with strong third-party visibility on G2 (Anthology Portfolio has a dedicated G2 reviews page). The biggest AI-citation risk is evaluation-stage “Anthology vs competitor” and “Anthology pricing” queries: the site appears to rely on sales/contact-style pricing and lacks clearly crawlable, agent-ready pricing/comparison surfaces.
Based on audit of anthology.com · Oct 9, 2026