AI Visibility
measured45/100
Frequently Cited · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
94
across 130 prompts
AI Share of Voice
100%
across 113 prompts
Critical Issues
2
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.
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.
DrChrono is a B2B EHR/RCM SaaS with meaningful AI-citation signals from G2 (43 reviews, ~3.4 rating) and Capterra (492 reviews, 3.9 rating), plus strong first-party pricing structure (tiered plans and explicit overage/statement fees). The biggest AI citation risk is evaluation-stage comparison coverage: there’s no clear evidence (from live search) of first-party “[DrChrono] vs [Competitor]” pages that AI can reliably cite for shortlist formation—so models likely default to third-party review sites.
Based on audit of drchrono.com · Oct 7, 2026