AI Visibility
measured16/100
Emerging · in Marketing
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
4
critical + high
How AI Visibility breaks down
in Marketing
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.
fb.com (Facebook/Meta) is strongly cited for evaluation-stage queries via large G2 and Capterra review volumes (e.g., 772 reviews on G2 for “Facebook Reviews” with ~4.3 rating). The biggest AI-citation risk is conversion-stage queries (pricing/getting-started) because fb.com itself is not crawlable in this audit environment (redirects to a login flow), so AI engines can’t reliably extract first-party pricing/comparison content.
Based on audit of fb.com · Oct 9, 2026