AI Visibility
measured25/100
Emerging · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
5
across 392 prompts
AI Share of Voice
5%
across 392 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Software Marketplace
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.
CoverageBook is likely to be cited for evaluation-stage queries because it has a live G2 product page and publicly accessible, tiered pricing (e.g., Bronze $99/month, Silver $229/month, Gold $599/month). The biggest AI-citation risk is conversion-stage and evaluation-stage “comparison” queries: there’s no evidence (from live search) of first-party “[CoverageBook] vs [Competitor]” pages or SoftwareApplication/FAQPage structured data that AI engines can reliably extract.
Based on audit of coveragebook.com · Aug 31, 2026