AI Visibility
measured33/100
Emerging · in Risk, Compliance & GRC
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
5
across 304 prompts
AI Share of Voice
5%
across 304 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Risk, Compliance & GRC
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.
Highwire is a B2B contractor risk/prequalification SaaS, but AI citation is most at risk for evaluation-stage queries like “Highwire vs [competitor]” and conversion-stage queries like “Highwire pricing,” because first-party comparison content and publicly crawlable pricing tiers are missing. The single highest-ROI fix is to publish SSR-crawlable, brand-led comparison pages and a pricing page that exposes tiered pricing (or at least structured, AI-readable price ranges) instead of quote-only messaging.
Based on audit of highwire.com · Sep 1, 2026