AI Visibility
measured18/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
2
across 523 prompts
AI Share of Voice
2%
across 523 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Vertical SaaS
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 PioneerRx is visible in
2Executive summary
PioneerRx is a B2B pharmacy management system with strong third-party review authority (21 G2 reviews) and clear independent-pharmacy positioning, so it can be cited for “what is PioneerRx” and “is it good for independent pharmacies” style questions. The biggest AI citation risk is conversion-stage queries—especially “How much does PioneerRx cost?”—because the site does not expose a crawlable, tiered pricing page (it appears to rely on demo/contact and feature pages rather than public pricing).
Based on audit of pioneerrx.com · Sep 29, 2026