AI Visibility
measured10/100
Emerging · in Sales Engagement
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
11
across 231 prompts
AI Share of Voice
6%
across 209 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Sales Engagement
Composite = 60% coverage + 40% engine breadth, 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 Demodesk is visible in
3Executive summary
Demodesk is a B2B SaaS (AI sales agents / meeting intelligence) and already has strong AI-citation inputs: public, tiered pricing and first-party comparison content (e.g., Demodesk vs Chorus). The biggest remaining risk for AI shortlist inclusion is missing/unclear enterprise analyst signals (Gartner Peer Insights / Magic Quadrant / Forrester Wave / IDC) and potential gaps in structured data (SoftwareApplication/FAQPage) that help AI engines confidently answer evaluation-stage queries.
Based on audit of demodesk.com · Apr 1, 2026