AI Visibility
measured42/100
Frequently Cited · in Device Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals55/100
Some gaps
Avg Prompt Score
31
across 180 prompts
AI Share of Voice
31%
across 180 prompts
Critical Issues
5
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 Asset Panda is visible in
1Executive summary
Asset Panda is likely to be cited by AI engines for evaluation-stage queries because it has a meaningful G2 presence (42 reviews, ~4.2/5) and first-party comparison content (e.g., “Asset Panda vs Sortly” and a /compare/ hub). The single highest-ROI fix is to strengthen structured data + conversion-page crawlability for pricing/evaluation (SoftwareApplication/FAQPage/aggregateRating), because pricing is split across a public quote page and a Pro knowledge-base pricing article rather than a single crawlable pricing surface.
Based on audit of assetpanda.com · Jun 4, 2026