AI Visibility
measured26/100
Emerging · in Device Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
4
across 310 prompts
AI Share of Voice
4%
across 310 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Device 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 Admin By Request is visible in
2Executive summary
Admin By Request has strong AI citation foundations for evaluation-stage queries because it is present on G2 with 16 reviews at 4.8★. The single highest-ROI fix is to add/expand first-party, brand-led comparison pages for the exact competitor set (BeyondTrust Endpoint Privilege Management, CyberArk Privileged Access Manager, Avecto Defendpoint, Secureden Unified PAM, Microsoft Entra ID) and ensure they are crawlable/SSR so models can cite them for the comparison prompts.
Based on audit of adminbyrequest.com · Jun 5, 2026