AI Visibility
measured37/100
Emerging · in Vulnerability Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
6
across 165 prompts
AI Share of Voice
6%
across 165 prompts
Shortlist Position
7/80
Not Visible · Vulnerability Management Discovery
How AI Visibility breaks down
in Vulnerability Management
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.
Your visibility gap
Shodan surfaces in 7/80 Vulnerability Management discovery prompts. Claim this profile to see which 73 prompts you're missing and how to win them.
Shodan surfaces in 7 of 80 Vulnerability Management discovery prompts across AI engines. This data is pre-computed from category prompt runs — run a full audit to generate detailed recommendations.
Based on audit of shodan.io · Oct 13, 2026