AI Visibility
measured18/100
Emerging · in AI Sales Assistant
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
100
across 52 prompts
AI Share of Voice
100%
across 52 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI Sales Assistant
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 Contextual AI is visible in
1Executive summary
Contextual.ai is a B2B enterprise AI platform with meaningful AI citation signals (G2 presence, public pricing, LinkedIn authority, and multiple case studies). The biggest risk for AI citation is evaluation-stage “shortlist” queries that rely on first-party comparison pages and SoftwareApplication/FAQ structured data—both appear weak/unclear from crawlable evidence, so AI is likely to cite third parties instead of contextual.ai for “vs/alternatives/pricing” prompts.
Based on audit of contextual.ai · Sep 20, 2026