AI Visibility
measured26/100
Emerging · in Healthcare IT
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals49/100
Some gaps
Avg Prompt Score
2
across 670 prompts
AI Share of Voice
1%
across 653 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Healthcare IT
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.
Doctible is likely to be cited by AI engines for evaluation-stage queries because it has a G2 presence (18 reviews on its G2 seller page) and first-party evaluation content like competitor “switch” pages. The biggest citation risk is conversion-stage accuracy: the pricing page exists but appears to rely on “talk to a rep / special circumstances” rather than clearly crawlable tiered pricing, which reduces AI confidence for “Doctible pricing/cost” prompts.
Based on audit of doctible.com · Aug 30, 2026