AI Visibility
measured43/100
Frequently Cited · in Endpoint Protection
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals50/100
Some gaps
Avg Prompt Score
78
across 40 prompts
AI Share of Voice
100%
across 24 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Endpoint Protection
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.
Executive summary
carbonblack.com is a B2B endpoint security brand with meaningful third-party review presence (e.g., 39 G2 reviews at 4.1/5 and 36 TrustRadius reviews at 7/10, plus Gartner Peer Insights ratings). The biggest AI-citation risk is conversion-stage crawlability: the homepage timed out and no crawlable first-party pricing/comparison/structured-data signals were found, so AI engines likely rely on third-party sources instead of citing carbonblack.com for evaluation and pricing queries.
Based on audit of carbonblack.com · Sep 1, 2026