AI Visibility
measured18/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals60/100
Some gaps
Avg Prompt Score
100
across 21 prompts
AI Share of Voice
100%
across 21 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Developer Tools
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 ManageXR is visible in
1Executive summary
ManageXR is a B2B XR device management (MDM) platform with strong AI-citation inputs from G2 (34 reviews, 4.8/5) and publicly crawlable, tiered pricing on its own site. The biggest AI citation risk is evaluation-stage “comparison” coverage and structured-data completeness (e.g., SoftwareApplication/FAQPage), which can prevent ManageXR from being selected in “alternatives to / vs” and “pricing” answers even when it has reviews.
Based on audit of managexr.com · Oct 7, 2026