AI Visibility
measured18/100
Emerging · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
7
across 314 prompts
AI Share of Voice
7%
across 314 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Data & Analytics
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.
Critical Mention is a B2B earned-media/media monitoring SaaS with strong third-party review presence (e.g., G2 shows 221 reviews and a 4.3/5 rating). The biggest AI-citation risk is conversion-stage evaluation queries: the first-party pricing page is quote-based (no published tiers) and the site lacks first-party comparison pages that AI can cite for “X vs Y” evaluation prompts.
Based on audit of criticalmention.com · Sep 1, 2026