AI Visibility
measured35/100
Emerging · in Content & Knowledge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
14
across 431 prompts
AI Share of Voice
12%
across 414 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Content & Knowledge
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.
Categories Hyland is visible in
3Executive summary
Hyland is strongly positioned for AI citation in evaluation-stage queries because it has substantial G2 presence (525+ reviews) and appears on Gartner Peer Insights for multiple product areas. The biggest risk is conversion-stage citation for “Hyland pricing” and evaluation-stage “Hyland vs competitor” queries: first-party comparison pages and crawlable, tiered pricing surfaces were not clearly evidenced in live search, so AI may fall back to third-party sources.
Based on audit of hyland.com · Aug 16, 2026