AI Visibility
measured18/100
Emerging · in Agent Frameworks
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
100
across 18 prompts
AI Share of Voice
100%
across 18 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Agent Frameworks
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.
Staircase.ai is a B2B customer intelligence SaaS (now presented under Gainsight) and already has strong enterprise citation signals via Gartner Peer Insights. The biggest AI-citation risk is conversion-stage queries ("staircase.ai pricing" / "pricing plans") because first-party pricing appears to be request/contact-based rather than publicly crawlable tier pricing.
Based on audit of staircase.ai · Sep 20, 2026