AI Visibility
measured33/100
Emerging · in IT & Service Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals42/100
Some gaps
Avg Prompt Score
20
across 389 prompts
AI Share of Voice
20%
across 389 prompts
Critical Issues
4
critical + high
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 Orion Labs is visible in
2Executive summary
Orion Labs has strong AI-citation inputs from G2 (14 reviews, 4.7★) and clear category alignment to push-to-talk/PTT for deskless frontline teams. The biggest citation risk is conversion-stage evaluation queries (pricing + brand-vs-competitor) because the site does not surface crawlable pricing and appears to lack first-party, indexed comparison pages and B2B evaluation structured data (SoftwareApplication/FAQPage).
Based on audit of orionlabs.io · Oct 9, 2026