AI Visibility
measured47/100
Frequently Cited · in Sales Engagement
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals11/100
Weak fundamentals
Avg Prompt Score
14
across 310 prompts
AI Share of Voice
14%
across 310 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Sales Engagement
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.
Qualified.com is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review authority (G2) and clear first-party evaluation assets (pricing tiers, multiple “vs” pages, and detailed customer ROI metrics). The single highest-ROI fix is to add/verify B2B SoftwareApplication + AggregateRating/FAQPage structured data on key product/pricing pages so AI Overviews and rich evaluation answers can cite Qualified’s own pages more reliably.
Based on audit of qualified.com · Jun 11, 2026