AI Visibility
measured33/100
Emerging · in AI Applications
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals38/100
Weak fundamentals
Avg Prompt Score
100
across 29 prompts
AI Share of Voice
100%
across 29 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in AI Applications
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 Aidoc is visible in
1Executive summary
Aidoc is a B2B clinical AI platform, but it is currently weakly represented in AI evaluation shortlists because it has 0 reviews on G2 (no buying-insight signal). The single highest-ROI fix is to close the evaluation-citation gap by building/activating a crawlable first-party evaluation surface (SoftwareApplication + pricing + brand-led comparison pages) and pairing it with stronger third-party review/analyst presence.
Based on audit of aidoc.com · Aug 9, 2026