AI Visibility
measured25/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals76/100
Solid fundamentals
Avg Prompt Score
20
across 108 prompts
AI Share of Voice
11%
across 92 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Developer Tools
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 CAST Highlight is visible in
1Executive summary
CAST is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (129 total seller reviews; CAST Highlight shows 90 reviews at 4.5/5) and an enterprise analyst signal via Gartner Peer Insights. The single highest-ROI fix is to add/expand first-party, brand-led comparison and evaluation pages (e.g., “CAST Highlight vs [competitor]” and “alternatives to CAST”) so AI can cite CAST-owned pages for shortlist formation rather than relying mainly on G2/TrustRadius.
Based on audit of castsoftware.com · Sep 21, 2026