AI Visibility
measured33/100
Emerging · in IT & Service Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
9
across 337 prompts
AI Share of Voice
8%
across 325 prompts
Critical Issues
6
critical + high
Shortlist Position
1/80
Not Visible · It Service Management Discovery
How AI Visibility breaks down
in IT & Service 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 BigPanda is visible in
2Your visibility gap
BigPanda surfaces in 1/80 It Service Management discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Executive summary
BigPanda has strong B2B AI visibility signals via G2 (151 reviews on G2) and active, crawlable product/ITSM-adjacent content, and it is already cited for “tools for analyzing trends in IT service requests.” ([g2.com](https://www.g2.com/sellers/bigpanda?utm_source=openai)) The single highest-ROI fix to close the biggest citation gaps is to publish first-party, evaluation-intent pages that directly answer the missing buyer query patterns (enterprise/education/remote ITSM + incident management + incident/IT support process streamlining) so AI engines can cite BigPanda instead of only third-party sources.
Based on audit of bigpanda.io · Aug 30, 2026