AI Visibility
measured41/100
Frequently Cited · in Vulnerability Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals8/100
Weak fundamentals
Avg Prompt Score
15
across 300 prompts
AI Share of Voice
15%
across 300 prompts
Critical Issues
3
critical + high
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.
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 Intruder is visible in
2Executive summary
Intruder.io has strong AI citation foundations for evaluation-stage queries because it appears on G2 with 220 reviews and has first-party comparison pages (e.g., /compare/rapid7, /compare/detectify). The single highest-ROI fix is to strengthen structured-data + technical AEO validation (SoftwareApplication/FAQPage/AggregateRating) and ensure AI crawlers can access the most important pages (pricing + comparison + product pages) via SSR/crawlability, since those are the main blockers for conversion-stage citations.
Based on audit of intruder.io · Sep 29, 2026