AI Visibility
measured18/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
4
across 600 prompts
AI Share of Voice
4%
across 600 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in AI Infrastructure
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 Visionify is visible in
3Executive summary
Visionify is a B2B AI safety intelligence platform with some AI-citation readiness (public pricing page content, strong first-party ROI/case-study metrics, and integrations + LinkedIn presence). The biggest risk for AI engines is evaluation-stage citation: the brand has only ~12 G2 reviews (no evidence of a strong G2 badge/review volume) and no clear first-party “[Visionify] vs [Competitor]” comparison pages indexed—so models struggle to shortlist it for “alternatives to” and “vs” queries.
Based on audit of visionify.ai · Oct 3, 2026